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objects.html
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<?xml version="1.0" encoding="utf-8" ?>
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Strict//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-strict.dtd">
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<head>
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<meta name="generator" content="pandoc" />
<meta name="author" content="George G. Vega Yon University of Southern California Department of Preventive Medicine" />
<meta name="copyright" content="ggvy.cl" />
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<title>Intro to R (part 2): R language fundamentals</title>
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body.single_slide div.background.hidden { display: none; visibility: hidden }
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<script src="data:application/javascript;base64,/* slidy.js

   Copyright (c) 2005-2013 W3C (MIT, ERCIM, Keio), All Rights Reserved.
   W3C liability, trademark, document use and software licensing
   rules apply, see:

   http://www.w3.org/Consortium/Legal/copyright-documents
   http://www.w3.org/Consortium/Legal/copyright-software

   Defines single name "w3c_slidy" in global namespace
   Adds event handlers without trampling on any others
*/

// the slidy object implementation
var w3c_slidy = {
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  opera: ((navigator.userAgent).indexOf("Opera") >= 0 ? true : false),
  ipad: ((navigator.userAgent).indexOf("iPad") >= 0 ? true : false),
  iphone: ((navigator.userAgent).indexOf("iPhone") >= 0 ? true : false),
  android: ((navigator.userAgent).indexOf("Android") >= 0 ? true : false),
  ie: (typeof document.all != "undefined" && !this.opera),
  ie6: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 6") != -1),
  ie7: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 7") != -1),
  ie8: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 8") != -1),
  ie9: (!this.ns_pos && navigator.userAgent.indexOf("MSIE 9") != -1),

  // data for swipe and double tap detection on touch screens
  last_tap: 0,
  prev_tap: 0,
  start_x: 0,
  start_y: 0,
  delta_x: 0,
  delta_y: 0,

  // are we running as XHTML? (doesn't work on Opera)
  is_xhtml: /xml/.test(document.contentType),

  slide_number: 0, // integer slide count: 0, 1, 2, ...
  slide_number_element: null, // element containing slide number
  slides: [], // set to array of slide div's
  notes: [], // set to array of handout div's
  backgrounds: [], // set to array of background div's
  observers: [], // list of observer functions
  toolbar: null, // element containing toolbar
  title: null, // document title
  last_shown: null, // last incrementally shown item
  eos: null,  // span element for end of slide indicator
  toc: null, // table of contents
  outline: null, // outline element with the focus
  selected_text_len: 0, // length of drag selection on document
  view_all: 0,  // 1 to view all slides + handouts
  want_toolbar: true,  // user preference to show/hide toolbar
  mouse_click_enabled: true, // enables left click for next slide
  scroll_hack: 0, // IE work around for position: fixed
  disable_slide_click: false,  // used by clicked anchors

  lang: "en", // updated to language specified by html file

  help_anchor: null, // used for keyboard focus hack in showToolbar()
  help_page: "http://www.w3.org/Talks/Tools/Slidy2/help/help.html",
  help_text: "Navigate with mouse click, space bar, Cursor Left/Right, " +
             "or Pg Up and Pg Dn. Use S and B to change font size.",

  size_index: 0,
  size_adjustment: 0,
  sizes:  new Array("10pt", "12pt", "14pt", "16pt", "18pt", "20pt",
                    "22pt", "24pt", "26pt", "28pt", "30pt", "32pt"),

  // needed for efficient resizing
  last_width: 0,
  last_height: 0,


  // Needed for cross browser support for relative width/height on
  // object elements. The work around is to save width/height attributes
  // and then to recompute absolute width/height dimensions on resizing
   objects: [],

  // attach initialiation event handlers
  set_up: function () {
    var init = function() { w3c_slidy.init(); };
    if (typeof window.addEventListener != "undefined")
      window.addEventListener("load", init, false);
    else
      window.attachEvent("onload", init);
  },

  hide_slides: function () {
    if (document.body && !w3c_slidy.initialized)
      document.body.style.visibility = "hidden";
    else
      setTimeout(w3c_slidy.hide_slides, 50);
  },

  // hack to persuade IE to compute correct document height
  // as needed for simulating fixed positioning of toolbar
  ie_hack: function () {
    window.resizeBy(0,-1);
    window.resizeBy(0, 1);
  },

  init: function () {
    //alert("slidy starting test 10");
    document.body.style.visibility = "visible";
    this.init_localization();
    this.add_toolbar();
    this.wrap_implicit_slides();
    this.collect_slides();
    this.collect_notes();
    this.collect_backgrounds();
    this.objects = document.body.getElementsByTagName("object");
    this.patch_anchors();
    this.slide_number = this.find_slide_number(location.href);
    window.offscreenbuffering = true;
    this.size_adjustment = this.find_size_adjust();
    this.time_left = this.find_duration();
    this.hide_image_toolbar();  // suppress IE image toolbar popup
    this.init_outliner();  // activate fold/unfold support
    this.title = document.title;
    this.keyboardless = (this.ipad||this.iphone||this.android);

    if (this.keyboardless)
    {
      w3c_slidy.remove_class(w3c_slidy.toolbar, "hidden")
      this.want_toolbar = 0;
    }

    // work around for opera bug
    this.is_xhtml = (document.body.tagName == "BODY" ? false : true);

    if (this.slides.length > 0)
    {
      var slide = this.slides[this.slide_number];
   
      if (this.slide_number > 0)
      {
        this.set_visibility_all_incremental("visible");
        this.last_shown = this.previous_incremental_item(null);
        this.set_eos_status(true);
      }
      else
      {
        this.last_shown = null;
        this.set_visibility_all_incremental("hidden");
        this.set_eos_status(!this.next_incremental_item(this.last_shown));
      }

      this.set_location();
      this.add_class(this.slides[0], "first-slide");
      w3c_slidy.show_slide(slide);
    }

    this.toc = this.table_of_contents();

    this.add_initial_prompt();

    // bind event handlers without interfering with custom page scripts
    // Tap events behave too weirdly to support clicks reliably on
    // iPhone and iPad, so exclude these from click handler

    if (!this.keyboardless)
    {
      this.add_listener(document.body, "click", this.mouse_button_click);
      this.add_listener(document.body, "mousedown", this.mouse_button_down);
    }

    this.add_listener(document, "keydown", this.key_down);
    this.add_listener(document, "keypress", this.key_press);
    this.add_listener(window, "resize", this.resized);
    this.add_listener(window, "scroll", this.scrolled);
    this.add_listener(window, "unload", this.unloaded);

    this.add_listener(document, "gesturechange", function ()
    {
      return false;
    });

    this.attach_touch_handers(this.slides);

    // this seems to be a debugging hack
    //if (!document.body.onclick)
    //  document.body.onclick = function () { };

    this.single_slide_view();

    //this.set_location();

    this.resized();

    if (this.ie7)
      setTimeout(w3c_slidy.ie_hack, 100);

    this.show_toolbar();

    // for back button detection
    setInterval(function () { w3c_slidy.check_location(); }, 200);
    w3c_slidy.initialized = true;
  },

  // create div element with links to each slide
  table_of_contents: function () {
    var toc = this.create_element("div");
    this.add_class(toc, "slidy_toc hidden");
    //toc.setAttribute("tabindex", "0");

    var heading = this.create_element("div");
    this.add_class(heading, "toc-heading");
    heading.innerHTML = this.localize("Table of Contents");

    toc.appendChild(heading);
    var previous = null;

    for (var i = 0; i < this.slides.length; ++i)
    {
      var title = this.has_class(this.slides[i], "title");
      var num = document.createTextNode((i + 1) + ". ");

      toc.appendChild(num);

      var a = this.create_element("a");
      a.setAttribute("href", "#(" + (i+1) + ")");

      if (title)
        this.add_class(a, "titleslide");

      var name = document.createTextNode(this.slide_name(i));
      a.appendChild(name);
      a.onclick = w3c_slidy.toc_click;
      a.onkeydown = w3c_slidy.toc_key_down;
      a.previous = previous;

      if (previous)
        previous.next = a;

      toc.appendChild(a);

      if (i == 0)
        toc.first = a;

      if (i < this.slides.length - 1)
      {
        var br = this.create_element("br");
        toc.appendChild(br);
      }

      previous = a;
    }

    toc.focus = function () {
      if (this.first)
        this.first.focus();
    }

    toc.onmouseup = w3c_slidy.mouse_button_up;

    toc.onclick = function (e) {
      e||(e=window.event);

      if (w3c_slidy.selected_text_len <= 0)
         w3c_slidy.hide_table_of_contents(true);

      w3c_slidy.stop_propagation(e);
    
      if (e.cancel != undefined)
        e.cancel = true;
      
      if (e.returnValue != undefined)
        e.returnValue = false;
      
      return false;
    };

    document.body.insertBefore(toc, document.body.firstChild);
    return toc;
  },

  is_shown_toc: function () {
    return !w3c_slidy.has_class(w3c_slidy.toc, "hidden");
  },

  show_table_of_contents: function () {
    w3c_slidy.remove_class(w3c_slidy.toc, "hidden");
    var toc = w3c_slidy.toc;
    toc.focus();

    if (w3c_slidy.ie7 && w3c_slidy.slide_number == 0)
      setTimeout(w3c_slidy.ie_hack, 100);
  },

  hide_table_of_contents: function (focus) {
    w3c_slidy.add_class(w3c_slidy.toc, "hidden");

    if (focus && !w3c_slidy.opera &&
        !w3c_slidy.has_class(w3c_slidy.toc, "hidden"))
      w3c_slidy.set_focus();
  },

  toggle_table_of_contents: function () {
    if (w3c_slidy.is_shown_toc())
      w3c_slidy.hide_table_of_contents(true);
    else
      w3c_slidy.show_table_of_contents();
  },

  // called on clicking toc entry
  toc_click: function (e) {
    if (!e)
      e = window.event;

    var target = w3c_slidy.get_target(e);

    if (target && target.nodeType == 1)
    {
      var uri = target.getAttribute("href");

      if (uri)
      {
        //alert("going to " + uri);
        var slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.hide_slide(slide);
        w3c_slidy.slide_number = w3c_slidy.find_slide_number(uri);
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.last_shown = null;
        w3c_slidy.set_location();
        w3c_slidy.set_visibility_all_incremental("hidden");
        w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
        w3c_slidy.show_slide(slide);
        //target.focus();

        try
        {
          if (!w3c_slidy.opera)
            w3c_slidy.set_focus();
        }
        catch (e)
        {
        }
      }
    }

    w3c_slidy.hide_table_of_contents(true);
    if (w3c_slidy.ie7) w3c_slidy.ie_hack();
    w3c_slidy.stop_propagation(e);
    return w3c_slidy.cancel(e);
  },

  // called onkeydown for toc entry
  toc_key_down: function (event) {
    var key;

    if (!event)
      var event = window.event;

    // kludge around NS/IE differences 
    if (window.event)
      key = window.event.keyCode;
    else if (event.which)
      key = event.which;
    else
      return true; // Yikes! unknown browser

    // ignore event if key value is zero
    // as for alt on Opera and Konqueror
    if (!key)
      return true;

    // check for concurrent control/command/alt key
    // but are these only present on mouse events?

    if (event.ctrlKey || event.altKey)
      return true;

    if (key == 13)
    {
      var uri = this.getAttribute("href");

      if (uri)
      {
        //alert("going to " + uri);
       var slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.hide_slide(slide);
        w3c_slidy.slide_number = w3c_slidy.find_slide_number(uri);
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.last_shown = null;
        w3c_slidy.set_location();
        w3c_slidy.set_visibility_all_incremental("hidden");
        w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
        w3c_slidy.show_slide(slide);
        //target.focus();

        try
        {
          if (!w3c_slidy.opera)
            w3c_slidy.set_focus();
        }
        catch (e)
        {
        }
      }

      w3c_slidy.hide_table_of_contents(true);

      if (self.ie7)
       w3c_slidy.ie_hack();

      return w3c_slidy.cancel(event);
    }

    if (key == 40 && this.next)
    {
      this.next.focus();
      return w3c_slidy.cancel(event);
    }

    if (key == 38 && this.previous)
    {
      this.previous.focus();
      return w3c_slidy.cancel(event);
    }

    return true;
  },

  touchstart: function (e)
  {
    // a double touch often starts with a
    // single touch due to fingers touching
    // down at slightly different times
    // thus avoid calling preventDefault here
    this.prev_tap = this.last_tap;
    this.last_tap = (new Date).getTime();

    var tap_delay = this.last_tap - this.prev_tap;

    if (tap_delay <= 200)
    {
      // double tap
    }

    var touch = e.touches[0];

    this.pageX = touch.pageX;
    this.pageY = touch.pageY;
    this.screenX = touch.screenX;
    this.screenY = touch.screenY;
    this.clientX = touch.clientX;
    this.clientY = touch.clientY;

    this.delta_x = this.delta_y = 0;
  },

  touchmove: function (e)
  {
    // override native gestures for single touch
    if (e.touches.length > 1)
      return;

    e.preventDefault();
    var touch = e.touches[0];
    this.delta_x = touch.pageX - this.pageX;
    this.delta_y = touch.pageY - this.pageY;
  },

  touchend: function (e)
  {
    // default behavior for multi-touch
    if (e.touches.length > 1)
      return;

    var delay = (new Date).getTime() - this.last_tap;
    var dx = this.delta_x;
    var dy = this.delta_y;
    var abs_dx = Math.abs(dx);
    var abs_dy = Math.abs(dy);

    if (delay < 500 && (abs_dx > 100 || abs_dy > 100))
    {
      if (abs_dx > 0.5 * abs_dy)
      {
        e.preventDefault();

        if (dx < 0)
          w3c_slidy.next_slide(true);
        else
          w3c_slidy.previous_slide(true);
      }
      else if (abs_dy > 2 * abs_dx)
      {
        e.preventDefault();
        w3c_slidy.toggle_table_of_contents();
      }
    }
  },

  // ### OBSOLETE ###
  before_print: function () {
    this.show_all_slides();
    this.hide_toolbar();
    alert("before print");
  },

  // ### OBSOLETE ###
  after_print: function () {
    if (!this.view_all)
    {
      this.single_slide_view();
      this.show_toolbar();
    }
    alert("after print");
  },

  // ### OBSOLETE ###
  print_slides: function () {
    this.before_print();
    window.print();
    this.after_print();
  },

  // ### OBSOLETE ?? ###
  toggle_view: function () {
    if (this.view_all)
    {
      this.single_slide_view();
      this.show_toolbar();
      this.view_all = 0;
    }
    else
    {
      this.show_all_slides();
      this.hide_toolbar();
      this.view_all = 1;
    }
  },

  // prepare for printing  ### OBSOLETE ###
  show_all_slides: function () {
    this.remove_class(document.body, "single_slide");
    this.set_visibility_all_incremental("visible");
  },

  // restore after printing  ### OBSOLETE ###
  single_slide_view: function () {
    this.add_class(document.body, "single_slide");
    this.set_visibility_all_incremental("visible");
    this.last_shown = this.previous_incremental_item(null);
  },

  // suppress IE's image toolbar pop up
  hide_image_toolbar: function () {
    if (!this.ns_pos)
    {
      var images = document.getElementsByTagName("IMG");

      for (var i = 0; i < images.length; ++i)
        images[i].setAttribute("galleryimg", "no");
    }
  },

  unloaded: function (e) {
    //alert("unloaded");
  },

  // Safari and Konqueror don't yet support getComputedStyle()
  // and they always reload page when location.href is updated
  is_KHTML: function () {
    var agent = navigator.userAgent;
    return (agent.indexOf("KHTML") >= 0 ? true : false);
  },

  // find slide name from first h1 element
  // default to document title + slide number
  slide_name: function (index) {
    var name = null;
    var slide = this.slides[index];

    var heading = this.find_heading(slide);

    if (heading)
      name = this.extract_text(heading);

    if (!name)
      name = this.title + "(" + (index + 1) + ")";

    name.replace(/\&/g, "&amp;");
    name.replace(/\</g, "&lt;");
    name.replace(/\>/g, "&gt;");

    return name;
  },

  // find first h1 element in DOM tree
  find_heading: function (node) {
    if (!node || node.nodeType != 1)
      return null;

    if (node.nodeName == "H1" || node.nodeName == "h1")
      return node;

    var child = node.firstChild;

    while (child)
    {
      node = this.find_heading(child);

      if (node)
        return node;

      child = child.nextSibling;
    }

    return null;
  },

  // recursively extract text from DOM tree
  extract_text: function (node) {
    if (!node)
      return "";

    // text nodes
    if (node.nodeType == 3)
      return node.nodeValue;

    // elements
    if (node.nodeType == 1)
    {
      node = node.firstChild;
      var text = "";

      while (node)
      {
        text = text + this.extract_text(node);
        node = node.nextSibling;
      }

      return text;
    }

    return "";
  },

  // find copyright text from meta element
  find_copyright: function () {
    var name, content;
    var meta = document.getElementsByTagName("meta");

    for (var i = 0; i < meta.length; ++i)
    {
      name = meta[i].getAttribute("name");
      content = meta[i].getAttribute("content");

      if (name == "copyright")
        return content;
    }

    return null;
  },

  find_size_adjust: function () {
    var name, content, offset;
    var meta = document.getElementsByTagName("meta");

    for (var i = 0; i < meta.length; ++i)
    {
      name = meta[i].getAttribute("name");
      content = meta[i].getAttribute("content");

      if (name == "font-size-adjustment")
        return 1 * content;
    }

    return 1;
  },

  // <meta name="duration" content="20" />  for 20 minutes
  find_duration: function () {
    var name, content, offset;
    var meta = document.getElementsByTagName("meta");

    for (var i = 0; i < meta.length; ++i)
    {
      name = meta[i].getAttribute("name");
      content = meta[i].getAttribute("content");

      if (name == "duration")
        return 60000 * content;
    }

    return null;
  },

  replace_by_non_breaking_space: function (str) {
    for (var i = 0; i < str.length; ++i)
      str[i] = 160;
  },

  // ### CHECK ME ### is use of "li" okay for text/html?
  // for XHTML do we also need to specify namespace?
  init_outliner: function () {
    var items = document.getElementsByTagName("li");

    for (var i = 0; i < items.length; ++i)
    {
      var target = items[i];

      if (!this.has_class(target.parentNode, "outline"))
        continue;

      target.onclick = this.outline_click;
/* ### more work needed for IE6
      if (!this.ns_pos)
      {
        target.onmouseover = this.hover_outline;
        target.onmouseout = this.unhover_outline;
      }
*/
      if (this.foldable(target))
      {
        target.foldable = true;
        target.onfocus = function () {w3c_slidy.outline = this;};
        target.onblur = function () {w3c_slidy.outline = null;};

        if (!target.getAttribute("tabindex"))
          target.setAttribute("tabindex", "0");

        if (this.has_class(target, "expand"))
          this.unfold(target);
        else
          this.fold(target);
      }
      else
      {
        this.add_class(target, "nofold");
        target.visible = true;
        target.foldable = false;
      }
    }
  },

  foldable: function (item) {
    if (!item || item.nodeType != 1)
      return false;

    var node = item.firstChild;

    while (node)
    {
      if (node.nodeType == 1 && this.is_block(node))
        return true;

      node = node.nextSibling;
    }

    return false;
  },

  // ### CHECK ME ### switch to add/remove "hidden" class
  fold: function (item) {
    if (item)
    {
      this.remove_class(item, "unfolded");
      this.add_class(item, "folded");
    }

    var node = item ? item.firstChild : null;

    while (node)
    {
      if (node.nodeType == 1 && this.is_block(node)) // element
      {
         w3c_slidy.add_class(node, "hidden");
      }

      node = node.nextSibling;
    }

    item.visible = false;
  },

  // ### CHECK ME ### switch to add/remove "hidden" class
  unfold: function (item) {
    if (item)
    {
      this.add_class(item, "unfolded");
      this.remove_class(item, "folded");
    }

    var node = item ? item.firstChild : null;

    while (node)
    {
      if (node.nodeType == 1 && this.is_block(node)) // element
      {
        w3c_slidy.remove_class(node, "hidden");
      }

      node = node.nextSibling;
    }

    item.visible = true;
  },

  outline_click: function (e) {
    if (!e)
      e = window.event;

    var rightclick = false;
    var target = w3c_slidy.get_target(e);

    while (target && target.visible == undefined)
      target = target.parentNode;

    if (!target)
      return true;

    if (e.which)
      rightclick = (e.which == 3);
    else if (e.button)
      rightclick = (e.button == 2);

    if (!rightclick && target.visible != undefined)
    {
      if (target.foldable)
      {
        if (target.visible)
          w3c_slidy.fold(target);
        else
          w3c_slidy.unfold(target);
      }

      w3c_slidy.stop_propagation(e);
      e.cancel = true;
      e.returnValue = false;
    }

    return false;
  },

  add_initial_prompt: function () {
    var prompt = this.create_element("div");
    prompt.setAttribute("class", "initial_prompt");

    var p1 = this.create_element("p");
    prompt.appendChild(p1);
    p1.setAttribute("class", "help");

    if (this.keyboardless)
      p1.innerHTML = "swipe left to move to next slide";
    else
      p1.innerHTML = "Space, Right Arrow or swipe left to move to " +
                     "next slide, click help below for more details";

    this.add_listener(prompt, "click", function (e) {
      document.body.removeChild(prompt);
      w3c_slidy.stop_propagation(e);
    
      if (e.cancel != undefined)
        e.cancel = true;
      
      if (e.returnValue != undefined)
        e.returnValue = false;
      
      return false;
    });

    document.body.appendChild(prompt);
    this.initial_prompt = prompt;
    setTimeout(function() {document.body.removeChild(prompt);}, 5000);
  },

  add_toolbar: function () {
    var counter, page;

     this.toolbar = this.create_element("div");
     this.toolbar.setAttribute("class", "toolbar");

     // a reasonably behaved browser
     if (this.ns_pos || !this.ie6)
     {
       var right = this.create_element("div");
       right.setAttribute("style", "float: right; text-align: right");

       counter = this.create_element("span")
       counter.innerHTML = this.localize("slide") + " n/m";
       right.appendChild(counter);
       this.toolbar.appendChild(right);

       var left = this.create_element("div");
       left.setAttribute("style", "text-align: left");

       // global end of slide indicator
       this.eos = this.create_element("span");
       this.eos.innerHTML = "* ";
       left.appendChild(this.eos);

       var help = this.create_element("a");
       help.setAttribute("href", this.help_page);
       help.setAttribute("title", this.localize(this.help_text));
       help.innerHTML = this.localize("help?");
       left.appendChild(help);
       help.style.display="none"; 
       this.help_anchor = help;  // save for focus hack

       var gap1 = document.createTextNode(" ");
       left.appendChild(gap1);

       var contents = this.create_element("a");
       contents.setAttribute("href", "javascript:w3c_slidy.toggle_table_of_contents()");
       contents.setAttribute("title", this.localize("table of contents"));
       contents.innerHTML = this.localize("Contents");
       left.appendChild(contents);

       var gap2 = document.createTextNode(" ");
       left.appendChild(gap2);

       var copyright = this.find_copyright();

       if (copyright)
       {
         var span = this.create_element("span");
         span.className = "copyright";
         span.innerHTML = copyright;
         left.appendChild(span);
       }

       this.toolbar.setAttribute("tabindex", "0");
       this.toolbar.appendChild(left);
     }
     else // IE6 so need to work around its poor CSS support
     {
       this.toolbar.style.position = (this.ie7 ? "fixed" : "absolute");
       this.toolbar.style.zIndex = "200";
       this.toolbar.style.width = "99.9%";
       this.toolbar.style.height = "1.2em";
       this.toolbar.style.top = "auto";
       this.toolbar.style.bottom = "0";
       this.toolbar.style.left = "0";
       this.toolbar.style.right = "0";
       this.toolbar.style.textAlign = "left";
       this.toolbar.style.fontSize = "60%";
       this.toolbar.style.color = "red";
       this.toolbar.borderWidth = 0;
       this.toolbar.className = "toolbar";
       this.toolbar.style.background = "rgb(240,240,240)";

       // would like to have help text left aligned
       // and page counter right aligned, floating
       // div's don't work, so instead use nested
       // absolutely positioned div's.

       var sp = this.create_element("span");
       sp.innerHTML = "&nbsp;&nbsp;*&nbsp;";
       this.toolbar.appendChild(sp);
       this.eos = sp;  // end of slide indicator

       var help = this.create_element("a");
       help.setAttribute("href", this.help_page);
       help.setAttribute("title", this.localize(this.help_text));
       help.innerHTML = this.localize("help?");
       this.toolbar.appendChild(help);
       this.help_anchor = help;  // save for focus hack

       var gap1 = document.createTextNode(" ");
       this.toolbar.appendChild(gap1);

       var contents = this.create_element("a");
       contents.setAttribute("href", "javascript:toggleTableOfContents()");
       contents.setAttribute("title", this.localize("table of contents".localize));
       contents.innerHTML = this.localize("contents?");
       this.toolbar.appendChild(contents);

       var gap2 = document.createTextNode(" ");
       this.toolbar.appendChild(gap2);

       var copyright = this.find_copyright();

       if (copyright)
       {
         var span = this.create_element("span");
         span.innerHTML = copyright;
         span.style.color = "black";
         span.style.marginLeft = "0.5em";
         this.toolbar.appendChild(span);
       }

       counter = this.create_element("div")
       counter.style.position = "absolute";
       counter.style.width = "auto"; //"20%";
       counter.style.height = "1.2em";
       counter.style.top = "auto";
       counter.style.bottom = 0;
       counter.style.right = "0";
       counter.style.textAlign = "right";
       counter.style.color = "red";
       counter.style.background = "rgb(240,240,240)";

       counter.innerHTML = this.localize("slide") + " n/m";
       this.toolbar.appendChild(counter);
     }

     // ensure that click isn't passed through to the page
     this.toolbar.onclick =
         function (e) {
           if (!e)
             e = window.event;

           var target = e.target;

           if (!target && e.srcElement)
             target = e.srcElement;

           // work around Safari bug
           if (target && target.nodeType == 3)
             target = target.parentNode;

           w3c_slidy.stop_propagation(e);

           if (target && target.nodeName.toLowerCase() != "a")
             w3c_slidy.mouse_button_click(e);
         };

     this.slide_number_element = counter;
     this.set_eos_status(false);
     document.body.appendChild(this.toolbar);
  },

  // wysiwyg editors make it hard to use div elements
  // e.g. amaya loses the div when you copy and paste
  // this function wraps div elements around implicit
  // slides which start with an h1 element and continue
  // up to the next heading or div element
  wrap_implicit_slides: function () {
    var i, heading, node, next, div;
    var headings = document.getElementsByTagName("h1");

    if (!headings)
      return;

    for (i = 0; i < headings.length; ++i)
    {
      heading = headings[i];

      if (heading.parentNode != document.body)
        continue;

      node = heading.nextSibling;

      div = document.createElement("div");
      this.add_class(div, "slide");
      document.body.replaceChild(div, heading);
      div.appendChild(heading);

      while (node)
      {
        if (node.nodeType == 1) // an element
        {
           if (node.nodeName == "H1" || node.nodeName == "h1")
             break;

           if (node.nodeName == "DIV" || node.nodeName == "div")
           {
             if (this.has_class(node, "slide"))
               break;

             if (this.has_class(node, "handout"))
               break;
           }
        }

        next = node.nextSibling;
        node = document.body.removeChild(node);
        div.appendChild(node);
        node = next;
      } 
    }
  },

  attach_touch_handers: function(slides)
  {
    var i, slide;

    for (i = 0; i < slides.length; ++i)
    {
      slide = slides[i];
      this.add_listener(slide, "touchstart", this.touchstart);
      this.add_listener(slide, "touchmove", this.touchmove);
      this.add_listener(slide, "touchend", this.touchend);
    }
  },

// return new array of all slides
  collect_slides: function () {
    var slides = new Array();
    var divs = document.body.getElementsByTagName("div");

    for (var i = 0; i < divs.length; ++i)
    {
      div = divs.item(i);

      if (this.has_class(div, "slide"))
      {
        // add slide to collection
        slides[slides.length] = div;

        // hide each slide as it is found
        this.add_class(div, "hidden");

        // add dummy <br/> at end for scrolling hack
        var node1 = document.createElement("br");
        div.appendChild(node1);
        var node2 = document.createElement("br");
        div.appendChild(node2);
      }
      else if (this.has_class(div, "background"))
      {  // work around for Firefox SVG reload bug
        // which otherwise replaces 1st SVG graphic with 2nd
        div.style.display = "block";
      }
    }

    this.slides = slides;
  },

  // return new array of all <div class="handout">
  collect_notes: function () {
    var notes = new Array();
    var divs = document.body.getElementsByTagName("div");

    for (var i = 0; i < divs.length; ++i)
    {
      div = divs.item(i);

      if (this.has_class(div, "handout"))
      {
        // add note to collection
        notes[notes.length] = div;

        // and hide it
        this.add_class(div, "hidden");
      }
    }

    this.notes = notes;
  },

  // return new array of all <div class="background">
  // including named backgrounds e.g. class="background titlepage"
  collect_backgrounds: function () {
    var backgrounds = new Array();
    var divs = document.body.getElementsByTagName("div");

    for (var i = 0; i < divs.length; ++i)
    {
      div = divs.item(i);

      if (this.has_class(div, "background"))
      {
        // add background to collection
        backgrounds[backgrounds.length] = div;

        // and hide it
        this.add_class(div, "hidden");
      }
    }

    this.backgrounds = backgrounds;
  },

  // set click handlers on all anchors
  patch_anchors: function () {
    var self = w3c_slidy;
    var handler = function (event) {
      // compare this.href with location.href
      // for link to another slide in this doc

      if (self.page_address(this.href) == self.page_address(location.href))
      {
        // yes, so find new slide number
        var newslidenum = self.find_slide_number(this.href);

        if (newslidenum != self.slide_number)
        {
          var slide = self.slides[self.slide_number];
          self.hide_slide(slide);
          self.slide_number = newslidenum;
          slide = self.slides[self.slide_number];
          self.show_slide(slide);
          self.set_location();
        }
      }
      else
        w3c_slidy.stop_propagation(event);

//      else if (this.target == null)
//        location.href = this.href;

      this.blur();
      self.disable_slide_click = true;
    };

    var anchors = document.body.getElementsByTagName("a");

    for (var i = 0; i < anchors.length; ++i)
    {
      if (window.addEventListener)
        anchors[i].addEventListener("click", handler, false);
      else
        anchors[i].attachEvent("onclick", handler);
    }
  },

  // ### CHECK ME ### see which functions are invoked via setTimeout
  // either directly or indirectly for use of w3c_slidy vs this
  show_slide_number: function () {
    var timer = w3c_slidy.get_timer();
    w3c_slidy.slide_number_element.innerHTML = timer + w3c_slidy.localize("slide") + " " +
           (w3c_slidy.slide_number + 1) + "/" + w3c_slidy.slides.length;
  },

  // every 200mS check if the location has been changed as a
  // result of the user activating the Back button/menu item
  // doesn't work for Opera < 9.5
  check_location: function () {
    var hash = location.hash;

    if (w3c_slidy.slide_number > 0 && (hash == "" || hash == "#"))
      w3c_slidy.goto_slide(0);
    else if (hash.length > 2 && hash != "#("+(w3c_slidy.slide_number+1)+")")
    {
      var num = parseInt(location.hash.substr(2));

      if (!isNaN(num))
        w3c_slidy.goto_slide(num-1);
    }

    if (w3c_slidy.time_left && w3c_slidy.slide_number > 0)
    {
      w3c_slidy.show_slide_number();

      if (w3c_slidy.time_left > 0)
        w3c_slidy.time_left -= 200;
    } 
  },

  get_timer: function () {
    var timer = "";
    if (w3c_slidy.time_left)
    {
      var mins, secs;
      secs = Math.floor(w3c_slidy.time_left/1000);
      mins = Math.floor(secs / 60);
      secs = secs % 60;
      timer = (mins ? mins+"m" : "") + secs + "s ";
    }

    return timer;
  },

  // this doesn't push location onto history stack for IE
  // for which a hidden iframe hack is needed: load page into
  // the iframe with script that set's parent's location.hash
  // but that won't work for standalone use unless we can
  // create the page dynamically via a javascript: URL
  // ### use history.pushState if available
  set_location: function () {
     var uri = w3c_slidy.page_address(location.href);
     var hash = "#(" + (w3c_slidy.slide_number+1) + ")";

     if (w3c_slidy.slide_number >= 0)
       uri = uri + hash;

     if (typeof(history.pushState) != "undefined" && location.protocol !== "file:")
     {
       document.title = w3c_slidy.title + " (" + (w3c_slidy.slide_number+1) + ")";
       history.pushState(0, document.title, hash);
       w3c_slidy.show_slide_number();
       w3c_slidy.notify_observers();
       return;
     }

     if (w3c_slidy.ie && (w3c_slidy.ie6 || w3c_slidy.ie7))
       w3c_slidy.push_hash(hash);

     if (uri != location.href) // && !khtml
        location.href = uri;

     if (this.khtml)
        hash = "(" + (w3c_slidy.slide_number+1) + ")";

     if (!this.ie && location.hash != hash && location.hash != "")
       location.hash = hash;

     document.title = w3c_slidy.title + " (" + (w3c_slidy.slide_number+1) + ")";
     w3c_slidy.show_slide_number();
     w3c_slidy.notify_observers();
  },

  notify_observers: function ()
  {
    var slide = this.slides[this.slide_number];

    for (var i = 0; i < this.observers.length; ++i)
      this.observers[i](this.slide_number+1, this.find_heading(slide).innerText, location.href);
  },

  add_observer: function (observer)
  {
    for (var i = 0; i < this.observers.length; ++i)
    {
      if (observer == this.observers[i])
        return;
    }

    this.observers.push(observer);
  },

  remove_observer: function (o)
  {
    for (var i = 0; i < this.observers.length; ++i)
    {
      if (observer == this.observers[i])
      {
        this.observers.splice(i,1);
        break;
      }
    }
  },

  page_address: function (uri) {
    var i = uri.indexOf("#");

    if (i < 0)
      i = uri.indexOf("%23");

    // check if anchor is entire page

    if (i < 0)
      return uri;  // yes

    return uri.substr(0, i);
  },

  // only used for IE6 and IE7
  on_frame_loaded: function (hash) {
    location.hash = hash;
    var uri = w3c_slidy.page_address(location.href);
    location.href = uri + hash;
  },

  // history hack with thanks to Bertrand Le Roy
  push_hash: function (hash) {
    if (hash == "") hash = "#(1)";
      window.location.hash = hash;

    var doc = document.getElementById("historyFrame").contentWindow.document;
    doc.open("javascript:'<html></html>'");
    doc.write("<html><head><script type=\"text/javascript\">window.parent.w3c_slidy.on_frame_loaded('"+
      (hash) + "');</script></head><body>hello mum</body></html>");
      doc.close();
  },

  // find current slide based upon location
  // first find target anchor and then look
  // for associated div element enclosing it
  // finally map that to slide number
  find_slide_number: function (uri) {
    // first get anchor from page location

    var i = uri.indexOf("#");

    // check if anchor is entire page
    if (i < 0)
      return 0;  // yes

    var anchor = unescape(uri.substr(i+1));

    // now use anchor as XML ID to find target
    var target = document.getElementById(anchor);

    if (!target)
    {
      // does anchor look like "(2)" for slide 2 ??
      // where first slide is (1)
      var re = /\((\d)+\)/;

      if (anchor.match(re))
      {
        var num = parseInt(anchor.substring(1, anchor.length-1));

        if (num > this.slides.length)
          num = 1;

        if (--num < 0)
          num = 0;

        return num;
      }

      // accept [2] for backwards compatibility
      re = /\[(\d)+\]/;

      if (anchor.match(re))
      {
         var num = parseInt(anchor.substring(1, anchor.length-1));

         if (num > this.slides.length)
            num = 1;

         if (--num < 0)
            num = 0;

         return num;
      }

      // oh dear unknown anchor
      return 0;
    }

    // search for enclosing slide

    while (true)
    {
      // browser coerces html elements to uppercase!
      if (target.nodeName.toLowerCase() == "div" &&
            this.has_class(target, "slide"))
      {
        // found the slide element
        break;
      }

      // otherwise try parent element if any

      target = target.parentNode;

      if (!target)
      {
        return 0;   // no luck!
      }
    };

    for (i = 0; i < slides.length; ++i)
    {
      if (slides[i] == target)
        return i;  // success
    }

    // oh dear still no luck
    return 0;
  },

  previous_slide: function (incremental) {
    if (!w3c_slidy.view_all)
    {
      var slide;

      if ((incremental || w3c_slidy.slide_number == 0) && w3c_slidy.last_shown != null)
      {
        w3c_slidy.last_shown = w3c_slidy.hide_previous_item(w3c_slidy.last_shown);
        w3c_slidy.set_eos_status(false);
      }
      else if (w3c_slidy.slide_number > 0)
      {
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.hide_slide(slide);

        w3c_slidy.slide_number = w3c_slidy.slide_number - 1;
        slide = w3c_slidy.slides[w3c_slidy.slide_number];
        w3c_slidy.set_visibility_all_incremental("visible");
        w3c_slidy.last_shown = w3c_slidy.previous_incremental_item(null);
        w3c_slidy.set_eos_status(true);
        w3c_slidy.show_slide(slide);
      }

      w3c_slidy.set_location();

      if (!w3c_slidy.ns_pos)
        w3c_slidy.refresh_toolbar(200);
    }
  },

  next_slide: function (incremental) {
    if (!w3c_slidy.view_all)
    {
      var slide, last = w3c_slidy.last_shown;

      if (incremental || w3c_slidy.slide_number == w3c_slidy.slides.length - 1)
         w3c_slidy.last_shown = w3c_slidy.reveal_next_item(w3c_slidy.last_shown);

      if ((!incremental || w3c_slidy.last_shown == null) &&
             w3c_slidy.slide_number < w3c_slidy.slides.length - 1)
      {
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);

         w3c_slidy.slide_number = w3c_slidy.slide_number + 1;
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.last_shown = null;
         w3c_slidy.set_visibility_all_incremental("hidden");
         w3c_slidy.show_slide(slide);
      }
      else if (!w3c_slidy.last_shown)
      {
         if (last && incremental)
           w3c_slidy.last_shown = last;
      }

      w3c_slidy.set_location();

      w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));

      if (!w3c_slidy.ns_pos)
         w3c_slidy.refresh_toolbar(200);
     }
  },

  // to first slide with nothing revealed
  // i.e. state at start of presentation
  first_slide: function () {
     if (!w3c_slidy.view_all)
     {
       var slide;

       if (w3c_slidy.slide_number != 0)
       {
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);

         w3c_slidy.slide_number = 0;
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.last_shown = null;
         w3c_slidy.set_visibility_all_incremental("hidden");
         w3c_slidy.show_slide(slide);
       }

       w3c_slidy.set_eos_status(
         !w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
       w3c_slidy.set_location();
     }
  },

  // goto last slide with everything revealed
  // i.e. state at end of presentation
  last_slide: function () {
    if (!w3c_slidy.view_all)
    {
      var slide;

      w3c_slidy.last_shown = null; //revealNextItem(lastShown);

      if (w3c_slidy.last_shown == null &&
          w3c_slidy.slide_number < w3c_slidy.slides.length - 1)
      {
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);
         w3c_slidy.slide_number = w3c_slidy.slides.length - 1;
         slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.set_visibility_all_incremental("visible");
         w3c_slidy.last_shown = w3c_slidy.previous_incremental_item(null);

         w3c_slidy.show_slide(slide);
      }
      else
      {
         w3c_slidy.set_visibility_all_incremental("visible");
         w3c_slidy.last_shown = w3c_slidy.previous_incremental_item(null);
      }

      w3c_slidy.set_eos_status(true);
      w3c_slidy.set_location();
    }
  },


  // ### check this and consider add/remove class
  set_eos_status: function (state) {
    if (this.eos)
      this.eos.style.color = (state ? "rgb(240,240,240)" : "red");
  },

  // first slide is 0
  goto_slide: function (num) {
    //alert("going to slide " + (num+1));
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.hide_slide(slide);
    w3c_slidy.slide_number = num;
    slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.last_shown = null;
    w3c_slidy.set_visibility_all_incremental("hidden");
    w3c_slidy.set_eos_status(!w3c_slidy.next_incremental_item(w3c_slidy.last_shown));
    document.title = w3c_slidy.title + " (" + (w3c_slidy.slide_number+1) + ")";
    w3c_slidy.show_slide(slide);
    w3c_slidy.show_slide_number();
  },


  show_slide: function (slide) {
    this.sync_background(slide);
    this.remove_class(slide, "hidden");

    // work around IE9 object rendering bug
    setTimeout("window.scrollTo(0,0);", 1);
  },

  hide_slide: function (slide) {
    this.add_class(slide, "hidden");
  },

  set_focus: function (element)
  {
    if (element)
      element.focus();
    else
    {
      w3c_slidy.help_anchor.focus();

      setTimeout(function() {
        w3c_slidy.help_anchor.blur();
      }, 1);
    }
  },

  // show just the backgrounds pertinent to this slide
  // when slide background-color is transparent
  // this should now work with rgba color values
  sync_background: function (slide) {
    var background;
    var bgColor;

    if (slide.currentStyle)
      bgColor = slide.currentStyle["backgroundColor"];
    else if (document.defaultView)
    {
      var styles = document.defaultView.getComputedStyle(slide,null);

      if (styles)
        bgColor = styles.getPropertyValue("background-color");
      else // broken implementation probably due Safari or Konqueror
      {
        //alert("defective implementation of getComputedStyle()");
        bgColor = "transparent";
      }
    }
    else
      bgColor == "transparent";

    if (bgColor == "transparent" ||
        bgColor.indexOf("rgba") >= 0 ||
        bgColor.indexOf("opacity") >= 0)
    {
      var slideClass = this.get_class_list(slide);

      for (var i = 0; i < this.backgrounds.length; i++)
      {
        background = this.backgrounds[i];

        var bgClass = this.get_class_list(background);

        if (this.matching_background(slideClass, bgClass))
          this.remove_class(background, "hidden");
        else
          this.add_class(background, "hidden");
      }
    }
    else // forcibly hide all backgrounds
      this.hide_backgrounds();
  },

  hide_backgrounds: function () {
    for (var i = 0; i < this.backgrounds.length; i++)
    {
      background = this.backgrounds[i];
      this.add_class(background, "hidden");
    }
  },

  // compare classes for slide and background
  matching_background: function (slideClass, bgClass) {
    var i, count, pattern, result;

    // define pattern as regular expression
    pattern = /\w+/g;

    // check background class names
    result = bgClass.match(pattern);

    for (i = count = 0; i < result.length; i++)
    {
      if (result[i] == "hidden")
        continue;

      if (result[i] == "background")
	continue;

      ++count;
    }

    if (count == 0)  // default match
      return true;

    // check for matches and place result in array
    result = slideClass.match(pattern);

    // now check if desired name is present for background
    for (i = count = 0; i < result.length; i++)
    {
      if (result[i] == "hidden")
        continue;

      if (this.has_token(bgClass, result[i]))
        return true;
    }

    return false;
  },

  resized: function () {
     var width = 0;

     if ( typeof( window.innerWidth ) == 'number' )
       width = window.innerWidth;  // Non IE browser
     else if (document.documentElement && document.documentElement.clientWidth)
       width = document.documentElement.clientWidth;  // IE6
     else if (document.body && document.body.clientWidth)
       width = document.body.clientWidth; // IE4

     var height = 0;

     if ( typeof( window.innerHeight ) == 'number' )
       height = window.innerHeight;  // Non IE browser
     else if (document.documentElement && document.documentElement.clientHeight)
       height = document.documentElement.clientHeight;  // IE6
     else if (document.body && document.body.clientHeight)
       height = document.body.clientHeight; // IE4

     if (height && (width/height > 1.05*1024/768))
     {
       width = height * 1024.0/768;
     }

     // IE fires onresize even when only font size is changed!
     // so we do a check to avoid blocking < and > actions
     if (width != w3c_slidy.last_width || height != w3c_slidy.last_height)
     {
       if (width >= 1100)
         w3c_slidy.size_index = 5;    // 4
       else if (width >= 1000)
         w3c_slidy.size_index = 4;    // 3
       else if (width >= 800)
         w3c_slidy.size_index = 3;    // 2
       else if (width >= 600)
         w3c_slidy.size_index = 2;    // 1
       else if (width)
         w3c_slidy.size_index = 0;

       // add in font size adjustment from meta element e.g.
       // <meta name="font-size-adjustment" content="-2" />
       // useful when slides have too much content ;-)

       if (0 <= w3c_slidy.size_index + w3c_slidy.size_adjustment &&
             w3c_slidy.size_index + w3c_slidy.size_adjustment < w3c_slidy.sizes.length)
         w3c_slidy.size_index = w3c_slidy.size_index + w3c_slidy.size_adjustment;

       // enables cross browser use of relative width/height
       // on object elements for use with SVG and Flash media
       w3c_slidy.adjust_object_dimensions(width, height);

       if (document.body.style.fontSize != w3c_slidy.sizes[w3c_slidy.size_index])
       {
         document.body.style.fontSize = w3c_slidy.sizes[w3c_slidy.size_index];
       }

       w3c_slidy.last_width = width;
       w3c_slidy.last_height = height;

       // force reflow to work around Mozilla bug
       if (w3c_slidy.ns_pos)
       {
         var slide = w3c_slidy.slides[w3c_slidy.slide_number];
         w3c_slidy.hide_slide(slide);
         w3c_slidy.show_slide(slide);
       }

       // force correct positioning of toolbar
       w3c_slidy.refresh_toolbar(200);
     }
  },

  scrolled: function () {
    if (w3c_slidy.toolbar && !w3c_slidy.ns_pos && !w3c_slidy.ie7)
    {
      w3c_slidy.hack_offset = w3c_slidy.scroll_x_offset();
      // hide toolbar
      w3c_slidy.toolbar.style.display = "none";

      // make it reappear later
      if (w3c_slidy.scrollhack == 0 && !w3c_slidy.view_all)
      {
        setTimeout(function () {w3c_slidy.show_toolbar(); }, 1000);
        w3c_slidy.scrollhack = 1;
      }
    }
  },

  hide_toolbar: function () {
    w3c_slidy.add_class(w3c_slidy.toolbar, "hidden");
    window.focus();
  },

  // used to ensure IE refreshes toolbar in correct position
  refresh_toolbar: function (interval) {
    if (!w3c_slidy.ns_pos && !w3c_slidy.ie7)
    {
      w3c_slidy.hide_toolbar();
      setTimeout(function () {w3c_slidy.show_toolbar();}, interval);
    }
  },

  // restores toolbar after short delay
  show_toolbar: function () {
    if (w3c_slidy.want_toolbar)
    {
      w3c_slidy.toolbar.style.display = "block";

      if (!w3c_slidy.ns_pos)
      {
        // adjust position to allow for scrolling
        var xoffset = w3c_slidy.scroll_x_offset();
        w3c_slidy.toolbar.style.left = xoffset;
        w3c_slidy.toolbar.style.right = xoffset;

        // determine vertical scroll offset
        //var yoffset = scrollYOffset();

        // bottom is doc height - window height - scroll offset
        //var bottom = documentHeight() - lastHeight - yoffset

        //if (yoffset > 0 || documentHeight() > lastHeight)
        //   bottom += 16;  // allow for height of scrollbar

        w3c_slidy.toolbar.style.bottom = 0; //bottom;
      }

      w3c_slidy.remove_class(w3c_slidy.toolbar, "hidden");
    }

    w3c_slidy.scrollhack = 0;


    // set the keyboard focus to the help link on the
    // toolbar to ensure that document has the focus
    // IE doesn't always work with window.focus()
    // and this hack has benefit of Enter for help

    try
    {
      if (!w3c_slidy.opera)
        w3c_slidy.set_focus();
    }
    catch (e)
    {
    }
  },

// invoked via F key
  toggle_toolbar: function () {
    if (!w3c_slidy.view_all)
    {
      if (w3c_slidy.has_class(w3c_slidy.toolbar, "hidden"))
      {
        w3c_slidy.remove_class(w3c_slidy.toolbar, "hidden")
        w3c_slidy.want_toolbar = 1;
      }
      else
      {
        w3c_slidy.add_class(w3c_slidy.toolbar, "hidden")
        w3c_slidy.want_toolbar = 0;
      }
    }
  },

  scroll_x_offset: function () {
    if (window.pageXOffset)
      return self.pageXOffset;

    if (document.documentElement && 
             document.documentElement.scrollLeft)
      return document.documentElement.scrollLeft;

    if (document.body)
      return document.body.scrollLeft;

    return 0;
  },

  scroll_y_offset: function () {
    if (window.pageYOffset)
      return self.pageYOffset;

    if (document.documentElement && 
             document.documentElement.scrollTop)
      return document.documentElement.scrollTop;

    if (document.body)
      return document.body.scrollTop;

    return 0;
  },

  // looking for a way to determine height of slide content
  // the slide itself is set to the height of the window
  optimize_font_size: function () {
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];

    //var dh = documentHeight(); //getDocHeight(document);
    var dh = slide.scrollHeight;
    var wh = getWindowHeight();
    var u = 100 * dh / wh;

    alert("window utilization = " + u + "% (doc "
      + dh + " win " + wh + ")");
  },

  // from document object
  get_doc_height: function (doc) {
    if (!doc)
      doc = document;

    if (doc && doc.body && doc.body.offsetHeight)
      return doc.body.offsetHeight;  // ns/gecko syntax

    if (doc && doc.body && doc.body.scrollHeight)
      return doc.body.scrollHeight;

    alert("couldn't determine document height");
  },

  get_window_height: function () {
    if ( typeof( window.innerHeight ) == 'number' )
      return window.innerHeight;  // Non IE browser

    if (document.documentElement && document.documentElement.clientHeight)
      return document.documentElement.clientHeight;  // IE6

    if (document.body && document.body.clientHeight)
      return document.body.clientHeight; // IE4
  },

  document_height: function () {
    var sh, oh;

    sh = document.body.scrollHeight;
    oh = document.body.offsetHeight;

    if (sh && oh)
    {
      return (sh > oh ? sh : oh);
    }

    // no idea!
    return 0;
  },

  smaller: function () {
    if (w3c_slidy.size_index > 0)
    {
      --w3c_slidy.size_index;
    }

    w3c_slidy.toolbar.style.display = "none";
    document.body.style.fontSize = w3c_slidy.sizes[w3c_slidy.size_index];
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.hide_slide(slide);
    w3c_slidy.show_slide(slide);
    setTimeout(function () {w3c_slidy.show_toolbar(); }, 50);
  },

  bigger: function () {
    if (w3c_slidy.size_index < w3c_slidy.sizes.length - 1)
    {
      ++w3c_slidy.size_index;
    }

    w3c_slidy.toolbar.style.display = "none";
    document.body.style.fontSize = w3c_slidy.sizes[w3c_slidy.size_index];
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];
    w3c_slidy.hide_slide(slide);
    w3c_slidy.show_slide(slide);
    setTimeout(function () {w3c_slidy.show_toolbar(); }, 50);
  },

  // enables cross browser use of relative width/height
  // on object elements for use with SVG and Flash media
  // with thanks to Ivan Herman for the suggestion
  adjust_object_dimensions: function (width, height) {
    for( var i = 0; i < w3c_slidy.objects.length; i++ )
    {
      var obj = this.objects[i];
      var mimeType = obj.getAttribute("type");

      if (mimeType == "image/svg+xml" || mimeType == "application/x-shockwave-flash")
      {
        if ( !obj.initialWidth ) 
          obj.initialWidth = obj.getAttribute("width");

        if ( !obj.initialHeight ) 
          obj.initialHeight = obj.getAttribute("height");

        if ( obj.initialWidth && obj.initialWidth.charAt(obj.initialWidth.length-1) == "%" )
        {
          var w = parseInt(obj.initialWidth.slice(0, obj.initialWidth.length-1));
          var newW = width * (w/100.0);
          obj.setAttribute("width",newW);
        }

        if ( obj.initialHeight &&
             obj.initialHeight.charAt(obj.initialHeight.length-1) == "%" )
        {
          var h = parseInt(obj.initialHeight.slice(0, obj.initialHeight.length-1));
          var newH = height * (h/100.0);
          obj.setAttribute("height", newH);
        }
      }
    }
  },

  // needed for Opera to inhibit default behavior
  // since Opera delivers keyPress even if keyDown
  // was cancelled
  key_press: function (event) {
    if (!event)
      event = window.event;

    if (!w3c_slidy.key_wanted)
      return w3c_slidy.cancel(event);

    return true;
  },

  //  See e.g. http://www.quirksmode.org/js/events/keys.html for keycodes
  key_down: function (event) {
    var key, target, tag;

    w3c_slidy.key_wanted = true;

    if (!event)
      event = window.event;

    // kludge around NS/IE differences 
    if (window.event)
    {
      key = window.event.keyCode;
      target = window.event.srcElement;
    }
    else if (event.which)
    {
      key = event.which;
      target = event.target;
    }
    else
      return true; // Yikes! unknown browser

    // ignore event if key value is zero
    // as for alt on Opera and Konqueror
    if (!key)
       return true;

    // avoid interfering with keystroke
    // behavior for non-slidy chrome elements
    if (!w3c_slidy.slidy_chrome(target) &&
        w3c_slidy.special_element(target))
      return true;

    // check for concurrent control/command/alt key
    // but are these only present on mouse events?

    if (event.ctrlKey || event.altKey || event.metaKey)
       return true;

    // dismiss table of contents if visible
    if (w3c_slidy.is_shown_toc() && key != 9 && key != 16 && key != 38 && key != 40)
    {
      w3c_slidy.hide_table_of_contents(true);

      if (key == 27 || key == 84 || key == 67)
        return w3c_slidy.cancel(event);
    }

    if (key == 34) // Page Down
    {
      if (w3c_slidy.view_all)
        return true;

      w3c_slidy.next_slide(false);
      return w3c_slidy.cancel(event);
    }
    else if (key == 33) // Page Up
    {
      if (w3c_slidy.view_all)
        return true;

      w3c_slidy.previous_slide(false);
      return w3c_slidy.cancel(event);
    }
    else if (key == 32) // space bar
    {
      w3c_slidy.next_slide(true);
      return w3c_slidy.cancel(event);
    }
    else if (key == 37) // Left arrow
    {
      w3c_slidy.previous_slide(!event.shiftKey);
      return w3c_slidy.cancel(event);
    }
    else if (key == 36) // Home
    {
      w3c_slidy.first_slide();
      return w3c_slidy.cancel(event);
    }
    else if (key == 35) // End
    {
      w3c_slidy.last_slide();
      return w3c_slidy.cancel(event);
    }
    else if (key == 39) // Right arrow
    {
      w3c_slidy.next_slide(!event.shiftKey);
      return w3c_slidy.cancel(event);
    }
    else if (key == 13) // Enter
    {
      if (w3c_slidy.outline)
      {
        if (w3c_slidy.outline.visible)
          w3c_slidy.fold(w3c_slidy.outline);
        else
          w3c_slidy.unfold(w3c_slidy.outline);
          
       return w3c_slidy.cancel(event);
      }
    }
    else if (key == 188)  // < for smaller fonts
    {
      w3c_slidy.smaller();
      return w3c_slidy.cancel(event);
    }
    else if (key == 190)  // > for larger fonts
    {
      w3c_slidy.bigger();
      return w3c_slidy.cancel(event);
    }
    else if (key == 189 || key == 109)  // - for smaller fonts
    {
      w3c_slidy.smaller();
      return w3c_slidy.cancel(event);
    }
    else if (key == 187 || key == 191 || key == 107)  // = +  for larger fonts
    {
      w3c_slidy.bigger();
      return w3c_slidy.cancel(event);
    }
    else if (key == 83)  // S for smaller fonts
    {
      w3c_slidy.smaller();
      return w3c_slidy.cancel(event);
    }
    else if (key == 66)  // B for larger fonts
    {
      w3c_slidy.bigger();
      return w3c_slidy.cancel(event);
    }
    else if (key == 90)  // Z for last slide
    {
      w3c_slidy.last_slide();
      return w3c_slidy.cancel(event);
    }
    else if (key == 70)  // F for toggle toolbar
    {
      w3c_slidy.toggle_toolbar();
      return w3c_slidy.cancel(event);
    }
    else if (key == 65)  // A for toggle view single/all slides
    {
      w3c_slidy.toggle_view();
      return w3c_slidy.cancel(event);
    }
    else if (key == 75)  // toggle action of left click for next page
    {
      w3c_slidy.mouse_click_enabled = !w3c_slidy.mouse_click_enabled;
      var alert_msg = (w3c_slidy.mouse_click_enabled ?
                "enabled" : "disabled") +  " mouse click advance";

      alert(w3c_slidy.localize(alert_msg));
      return w3c_slidy.cancel(event);
    }
    else if (key == 84 || key == 67)  // T or C for table of contents
    {
      if (w3c_slidy.toc)
        w3c_slidy.toggle_table_of_contents();

      return w3c_slidy.cancel(event);
    }
    else if (key == 72) // H for help
    {
      window.location = w3c_slidy.help_page;
      return w3c_slidy.cancel(event);
    }
    //else alert("key code is "+ key);

    return true;
  },

  // safe for both text/html and application/xhtml+xml
  create_element: function (name) {
    if (this.xhtml && (typeof document.createElementNS != 'undefined'))
      return document.createElementNS("http://www.w3.org/1999/xhtml", name)

    return document.createElement(name);
  },

  get_element_style: function (elem, IEStyleProp, CSSStyleProp) {
    if (elem.currentStyle)
    {
      return elem.currentStyle[IEStyleProp];
    }
    else if (window.getComputedStyle)
    {
      var compStyle = window.getComputedStyle(elem, "");
      return compStyle.getPropertyValue(CSSStyleProp);
    }
    return "";
  },

  // the string str is a whitespace separated list of tokens
  // test if str contains a particular token, e.g. "slide"
  has_token: function (str, token) {
    if (str)
    {
      // define pattern as regular expression
      var pattern = /\w+/g;

      // check for matches
      // place result in array
      var result = str.match(pattern);

      // now check if desired token is present
      for (var i = 0; i < result.length; i++)
      {
        if (result[i] == token)
          return true;
      }
    }

    return false;
  },

  get_class_list: function (element) {
    if (typeof element.className != 'undefined')
      return element.className;

    return element.getAttribute("class");
  },

  has_class: function (element, name) {
    if (element.nodeType != 1)
      return false;

    var regexp = new RegExp("(^| )" + name + "\W*");

    if (typeof element.className != 'undefined')
      return regexp.test(element.className);

    return regexp.test(element.getAttribute("class"));
  },

  remove_class: function (element, name) {
    var regexp = new RegExp("(^| )" + name + "\W*");
    var clsval = "";

    if (typeof element.className != 'undefined')
    {
      clsval = element.className;

      if (clsval)
      {
        clsval = clsval.replace(regexp, "");
        element.className = clsval;
      }
    }
    else
    {
      clsval = element.getAttribute("class");

      if (clsval)
      {
        clsval = clsval.replace(regexp, "");
        element.setAttribute("class", clsval);
      }
    }
  },

  add_class: function (element, name) {
    if (!this.has_class(element, name))
    {
      if (typeof element.className != 'undefined')
        element.className += " " + name;
      else
      {
        var clsval = element.getAttribute("class");
        clsval = clsval ? clsval + " " + name : name;
        element.setAttribute("class", clsval);
      }
    }
  },

  // HTML elements that can be used with class="incremental"
  // note that you can also put the class on containers like
  // up, ol, dl, and div to make their contents appear
  // incrementally. Upper case is used since this is what
  // browsers report for HTML node names (text/html).
  incremental_elements: null,
  okay_for_incremental: function (name) {
    if (!this.incremental_elements)
    {
      var inclist = new Array();
      inclist["p"] = true;
      inclist["pre"] = true;
      inclist["li"] = true;
      inclist["blockquote"] = true;
      inclist["dt"] = true;
      inclist["dd"] = true;
      inclist["h2"] = true;
      inclist["h3"] = true;
      inclist["h4"] = true;
      inclist["h5"] = true;
      inclist["h6"] = true;
      inclist["span"] = true;
      inclist["address"] = true;
      inclist["table"] = true;
      inclist["tr"] = true;
      inclist["th"] = true;
      inclist["td"] = true;
      inclist["img"] = true;
      inclist["object"] = true;
      this.incremental_elements = inclist;
    }
    return this.incremental_elements[name.toLowerCase()];
  },

  next_incremental_item: function (node) {
    var br = this.is_xhtml ? "br" : "BR";
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];

    for (;;)
    {
      node = w3c_slidy.next_node(slide, node);

      if (node == null || node.parentNode == null)
        break;

      if (node.nodeType == 1)  // ELEMENT
      {
        if (node.nodeName == br)
          continue;

        if (w3c_slidy.has_class(node, "incremental")
             && w3c_slidy.okay_for_incremental(node.nodeName))
          return node;

        if (w3c_slidy.has_class(node.parentNode, "incremental")
             && !w3c_slidy.has_class(node, "non-incremental"))
          return node;
      }
    }

    return node;
  },

  previous_incremental_item: function (node) {
    var br = this.is_xhtml ? "br" : "BR";
    var slide = w3c_slidy.slides[w3c_slidy.slide_number];

    for (;;)
    {
      node = w3c_slidy.previous_node(slide, node);

      if (node == null || node.parentNode == null)
        break;

      if (node.nodeType == 1)
      {
        if (node.nodeName == br)
          continue;

        if (w3c_slidy.has_class(node, "incremental")
             && w3c_slidy.okay_for_incremental(node.nodeName))
          return node;

        if (w3c_slidy.has_class(node.parentNode, "incremental")
             && !w3c_slidy.has_class(node, "non-incremental"))
          return node;
      }
    }

    return node;
  },

  // set visibility for all elements on current slide with
  // a parent element with attribute class="incremental"
  set_visibility_all_incremental: function (value) {
    var node = this.next_incremental_item(null);

    if (value == "hidden")
    {
      while (node)
      {
        w3c_slidy.add_class(node, "invisible");
        node = w3c_slidy.next_incremental_item(node);
      }
    }
    else // value == "visible"
    {
      while (node)
      {
        w3c_slidy.remove_class(node, "invisible");
        node = w3c_slidy.next_incremental_item(node);
      }
    }
  },

  // reveal the next hidden item on the slide
  // node is null or the node that was last revealed
  reveal_next_item: function (node) {
    node = w3c_slidy.next_incremental_item(node);

    if (node && node.nodeType == 1)  // an element
      w3c_slidy.remove_class(node, "invisible");

    return node;
  },

  // exact inverse of revealNextItem(node)
  hide_previous_item: function (node) {
    if (node && node.nodeType == 1)  // an element
      w3c_slidy.add_class(node, "invisible");

    return this.previous_incremental_item(node);
  },

  // left to right traversal of root's content
  next_node: function (root, node) {
    if (node == null)
      return root.firstChild;

    if (node.firstChild)
      return node.firstChild;

    if (node.nextSibling)
      return node.nextSibling;

    for (;;)
    {
      node = node.parentNode;

      if (!node || node == root)
        break;

      if (node && node.nextSibling)
        return node.nextSibling;
    }

    return null;
  },

  // right to left traversal of root's content
  previous_node: function (root, node) {
    if (node == null)
    {
      node = root.lastChild;

      if (node)
      {
        while (node.lastChild)
          node = node.lastChild;
      }

      return node;
    }

    if (node.previousSibling)
    {
      node = node.previousSibling;

      while (node.lastChild)
        node = node.lastChild;

      return node;
    }

    if (node.parentNode != root)
      return node.parentNode;

    return null;
  },

  previous_sibling_element: function (el) {
    el = el.previousSibling;

    while (el && el.nodeType != 1)
      el = el.previousSibling;

    return el;
  },

  next_sibling_element: function (el) {
    el = el.nextSibling;

    while (el && el.nodeType != 1)
      el = el.nextSibling;

    return el;
  },

  first_child_element: function (el) {
    var node;

    for (node = el.firstChild; node; node = node.nextSibling)
    {
      if (node.nodeType == 1)
        break;
    }

    return node;
  },

  first_tag: function (element, tag) {
    var node;

    if (!this.is_xhtml)
      tag = tag.toUpperCase();

    for (node = element.firstChild; node; node = node.nextSibling)
    {
      if (node.nodeType == 1 && node.nodeName == tag)
        break;
    }

    return node;
  },

  hide_selection: function () {
    if (window.getSelection) // Firefox, Chromium, Safari, Opera
    {
      var selection = window.getSelection();

      if (selection.rangeCount > 0)
      {
        var range = selection.getRangeAt(0);
        range.collapse (false);
      }
    }
    else // Internet Explorer
    {
      var textRange = document.selection.createRange ();
      textRange.collapse (false);
    }
  },

  get_selected_text: function () {
    try
    {
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    "help?":"Ayuda",
    "contents?":"Índice",
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    "help?":"Hilfe",
    "contents?":"Übersicht",
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    "Table of Contents":"Inhaltsverzeichnis",
    "restart presentation":"Präsentation neu starten",
    "restart?":"Neustart"
  },
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    "help?":"pomoc?",
    "contents?":"spis treści?",
    "table of contents":"spis treści",
    "Table of Contents":"Spis Treści",
    "restart presentation":"Restartuj prezentację",
    "restart?":"restart?"
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    "slide":"page",
    "help?":"Aide",
    "contents?":"Index",
    "table of contents":"table des matières",
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    "restart presentation":"Recommencer l'exposé",
    "restart?":"Début"
  },
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    "contents?":"tartalom",
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    "restart?":"újraindítás"
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    "help?":"Aiuto",
    "contents?":"Indice",
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    "restart?":"Inizio"
  },
  help_it:
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    "Table of Contents":"Πίνακας Περιεχομένων",
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  help_el:
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    "help?":"ヘルプ",
    "contents?":"目次",
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    "Table of Contents":"目次",
    "restart presentation":"最初から再生",
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  },
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    "help?":"帮助?",
    "contents?":"内容?",
    "table of contents":"目录",
    "Table of Contents":"目录",
    "restart presentation":"重新启动展示",
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    "contents?":"содержание?",
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<h1 class="title">Intro to R (part 2):<br>R language fundamentals<br><img src="data:image/svg+xml;base64,<?xml version="1.0" encoding="UTF-8" standalone="no"?>
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" width="250px"></h1>
<p class="author">
George G. Vega Yon<br>University of Southern California<br>Department of Preventive Medicine
</p>
<p class="date">July 7th, 2018</p>
</div>
<div id="creating-objects" class="slide section level1">
<h1>Creating objects</h1>
<ul>
<li><p>In R you can create new objects by either using the assign operator (<code><-</code>) or the equal sign <code>=</code>, for example, the following 2 are equivalent:</p>
<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb1-1" data-line-number="1">a <-<span class="st"> </span><span class="dv">1</span></a>
<a class="sourceLine" id="cb1-2" data-line-number="2">a =<span class="st"> </span><span class="dv">1</span></a></code></pre></div>
<p>And it works for any type of data</p>
<div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb2-1" data-line-number="1"><span class="co"># Hey! here is a comment!.</span></a>
<a class="sourceLine" id="cb2-2" data-line-number="2"><span class="co"># Comments in R can be either at the begining of a line ...</span></a>
<a class="sourceLine" id="cb2-3" data-line-number="3">b <-<span class="st"> "aloha"</span> <span class="co"># ... or at the end of it!</span></a></code></pre></div>
<p>Historically the assign operator is the most common used.</p></li>
</ul>
</div>
<div id="data-types" class="slide section level1">
<h1>Data types</h1>
<ul>
<li><p>The most basic data (object) type in R are vectors.</p>
<div class="sourceCode" id="cb3"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb3-1" data-line-number="1">myvec1 <-<span class="st"> </span><span class="kw">vector</span>(<span class="st">"logical"</span>, <span class="dv">3</span>) <span class="co"># This is a logical vector of length 3</span></a>
<a class="sourceLine" id="cb3-2" data-line-number="2">myvec2 <-<span class="st"> </span><span class="kw">c</span>(<span class="ot">FALSE</span>, <span class="ot">TRUE</span>, <span class="ot">FALSE</span>) <span class="co"># This is ALSO a logical vector of length 3</span></a>
<a class="sourceLine" id="cb3-3" data-line-number="3">myvec2</a></code></pre></div>
<pre><code>## [1] FALSE TRUE FALSE</code></pre>
<div class="sourceCode" id="cb5"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb5-1" data-line-number="1"><span class="kw">length</span>(myvec2)</a></code></pre></div>
<pre><code>## [1] 3</code></pre></li>
<li><p>Vectors can be of different modes: <code>logical</code>, <code>integer</code>, <code>numeric</code> (double), <code>complex</code>, <code>character</code>, and <code>raw</code>. (so one mode per vector!).</p></li>
<li><p>Vectors can also be lists, which is a VERY special type of object in R (most of its objects are lists!)</p>
<div class="sourceCode" id="cb7"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb7-1" data-line-number="1">mylist1 <-<span class="st"> </span><span class="kw">vector</span>(<span class="st">"list"</span>, <span class="dv">2</span>) <span class="co"># This is a list with 2 empty slots</span></a>
<a class="sourceLine" id="cb7-2" data-line-number="2">mylist2 <-<span class="st"> </span><span class="kw">list</span>(<span class="ot">NULL</span>, <span class="ot">NULL</span>) <span class="co"># This is ALSO a list with 2 empty slots</span></a>
<a class="sourceLine" id="cb7-3" data-line-number="3">mylist1</a></code></pre></div>
<pre><code>## [[1]]
## NULL
##
## [[2]]
## NULL</code></pre></li>
</ul>
</div>
<div class="slide section level1">
<ul>
<li><p>Moreover, lists elements can have names</p>
<div class="sourceCode" id="cb9"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb9-1" data-line-number="1">mylist2 <-<span class="st"> </span><span class="kw">list</span>(<span class="dt">first =</span> <span class="ot">NULL</span>, <span class="dt">second =</span> <span class="dv">1</span>, <span class="dt">third =</span> <span class="kw">c</span>(<span class="st">"a"</span>, <span class="st">"b"</span>, <span class="st">"c"</span>))</a>
<a class="sourceLine" id="cb9-2" data-line-number="2">mylist2</a></code></pre></div>
<pre><code>## $first
## NULL
##
## $second
## [1] 1
##
## $third
## [1] "a" "b" "c"</code></pre>
<p>And we can access them as follows</p>
<div class="sourceCode" id="cb11"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb11-1" data-line-number="1"><span class="co"># Getting the 3rd element of the list</span></a>
<a class="sourceLine" id="cb11-2" data-line-number="2">mylist2<span class="op">$</span>third <span class="co"># By name using the dollar sign</span></a>
<a class="sourceLine" id="cb11-3" data-line-number="3">mylist2[[<span class="dv">3</span>]] <span class="co"># By position</span></a>
<a class="sourceLine" id="cb11-4" data-line-number="4">mylist2[[<span class="st">"third"</span>]] <span class="co"># By name using a string</span></a></code></pre></div>
<pre><code>## [1] "a" "b" "c"</code></pre></li>
</ul>
</div>
<div id="attributes-and-structure" class="slide section level1">
<h1>Attributes and Structure</h1>
<ul>
<li><p>Objects in R have attributes (metadata)</p>
<div class="sourceCode" id="cb13"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb13-1" data-line-number="1"><span class="co"># Here are the attributes of the iris dataset</span></a>
<a class="sourceLine" id="cb13-2" data-line-number="2"><span class="kw">attributes</span>(iris) </a></code></pre></div>
<pre><code>## $names
## [1] "Sepal.Length" "Sepal.Width" "Petal.Length" "Petal.Width"
## [5] "Species"
##
## $class
## [1] "data.frame"
##
## $row.names
## [1] 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
## [18] 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34
## [35] 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51
## [52] 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68
## [69] 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85
## [86] 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102
## [103] 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119
## [120] 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136
## [137] 137 138 139 140 141 142 143 144 145 146 147 148 149 150</code></pre>
<div class="sourceCode" id="cb15"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb15-1" data-line-number="1"><span class="kw">head</span>(iris)</a></code></pre></div>
<pre><code>## Sepal.Length Sepal.Width Petal.Length Petal.Width Species
## 1 5.1 3.5 1.4 0.2 setosa
## 2 4.9 3.0 1.4 0.2 setosa
## 3 4.7 3.2 1.3 0.2 setosa
## 4 4.6 3.1 1.5 0.2 setosa
## 5 5.0 3.6 1.4 0.2 setosa
## 6 5.4 3.9 1.7 0.4 setosa</code></pre></li>
</ul>
</div>
<div class="slide section level1">
<ul>
<li><p>You can take a general look at the structure of an R object with the <code>str()</code> function</p>
<div class="sourceCode" id="cb17"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb17-1" data-line-number="1"><span class="co"># Let's take a look at the iris dataset, again</span></a>
<a class="sourceLine" id="cb17-2" data-line-number="2"><span class="kw">str</span>(iris)</a></code></pre></div>
<pre><code>## 'data.frame': 150 obs. of 5 variables:
## $ Sepal.Length: num 5.1 4.9 4.7 4.6 5 5.4 4.6 5 4.4 4.9 ...
## $ Sepal.Width : num 3.5 3 3.2 3.1 3.6 3.9 3.4 3.4 2.9 3.1 ...
## $ Petal.Length: num 1.4 1.4 1.3 1.5 1.4 1.7 1.4 1.5 1.4 1.5 ...
## $ Petal.Width : num 0.2 0.2 0.2 0.2 0.2 0.4 0.3 0.2 0.2 0.1 ...
## $ Species : Factor w/ 3 levels "setosa","versicolor",..: 1 1 1 1 1 1 1 1 1 1 ...</code></pre></li>
</ul>
</div>
<div id="missing-values" class="slide section level1 small">
<h1>Missing values</h1>
<p>R has different types of Missing values:</p>
<ul>
<li><code>NA</code>: no information, has length 1,</li>
<li><code>NULL</code>: which has length 0,</li>
<li><code>Inf</code>: Infinite, and</li>
<li><code>NaN</code>: Not a Number</li>
</ul>
<div class="sourceCode" id="cb19"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb19-1" data-line-number="1"><span class="kw">str</span>(<span class="kw">c</span>(<span class="ot">NA</span>, 1L)) <span class="co"># Integers can have NAs</span></a>
<a class="sourceLine" id="cb19-2" data-line-number="2">## int [1:2] NA 1</a>
<a class="sourceLine" id="cb19-3" data-line-number="3"><span class="kw">str</span>(<span class="kw">c</span>(<span class="ot">NaN</span>, 1L, <span class="ot">Inf</span>)) <span class="co"># But not NaN or Inf (automatic coercion)</span></a>
<a class="sourceLine" id="cb19-4" data-line-number="4">## num [1:3] NaN 1 Inf</a>
<a class="sourceLine" id="cb19-5" data-line-number="5"><span class="kw">str</span>(<span class="kw">c</span>(<span class="op">-</span><span class="ot">Inf</span>, <span class="dv">1</span>, <span class="ot">NULL</span>, <span class="op">+</span><span class="ot">Inf</span>)) <span class="co"># And Nulls are... of length 0!</span></a>
<a class="sourceLine" id="cb19-6" data-line-number="6">## num [1:3] -Inf 1 Inf</a></code></pre></div>
<ul>
<li><p>In the second line, we have an example of <em>automatic coercion</em></p></li>
<li><p>These have companion functions <code>is.na()</code>, <code>is.null</code>, <code>is.infinite</code> (or <code>is.finite()</code>, which covers NA, Inf, and NaN), and <code>is.nan</code>.</p></li>
</ul>
</div>
<div id="questions" class="slide section level1">
<h1>Questions</h1>
<ol style="list-style-type: decimal">
<li><p>What is the mode of the following vector <code>myvector <- c(NA, NaN, Inf)</code>? (try not to use the <code>mode()</code> function in R)</p></li>
<li><p>The <code>c()</code> function can be used with other vectors, for example</p>
<div class="sourceCode" id="cb20"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb20-1" data-line-number="1">my_integer_vector <-<span class="st"> </span><span class="kw">c</span>(1L, 2L, 3L) </a>
<a class="sourceLine" id="cb20-2" data-line-number="2">my_string_vector <-<span class="st"> </span><span class="kw">c</span>(<span class="st">"hello"</span>, <span class="st">"world"</span>)</a></code></pre></div>
<p>What is the mode of the vector <code>c(my_integer_vector, my_string_vector)</code>?</p></li>
<li><p>What do each one of these functions return on the vector <code>myvector</code>?</p></li>
<li><p>What are the attributes of the following object <code>mymat <- matrix(runif(12), ncol=4)</code>?</p></li>
</ol>
</div>
<div id="linear-algebra" class="slide section level1">
<h1>Linear Algebra</h1>
<ul>
<li><p><strong>Matrix</strong>: A special class of array, are vectors with a <code>dim</code> attribute of length 2 (number of rows and number of columns).</p>
<div class="sourceCode" id="cb21"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb21-1" data-line-number="1">mymat <-<span class="st"> </span><span class="kw">matrix</span>(<span class="dv">1</span><span class="op">:</span><span class="dv">9</span>, <span class="dt">ncol=</span><span class="dv">3</span>) <span class="co"># A matrix with numbers 1 through 9 with 3 columns</span></a>
<a class="sourceLine" id="cb21-2" data-line-number="2">mymat</a></code></pre></div>
<pre><code>## [,1] [,2] [,3]
## [1,] 1 4 7
## [2,] 2 5 8
## [3,] 3 6 9</code></pre>
<div class="sourceCode" id="cb23"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb23-1" data-line-number="1"><span class="kw">str</span>(mymat)</a></code></pre></div>
<pre><code>## int [1:3, 1:3] 1 2 3 4 5 6 7 8 9</code></pre>
<p>R stores elements in column major-order. We can access matrices elements in the following way.</p>
<div class="sourceCode" id="cb25"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb25-1" data-line-number="1">mymat[<span class="dv">1</span>, <span class="dv">2</span>] <span class="co"># The element in the (1, 2) location of the matrix</span></a>
<a class="sourceLine" id="cb25-2" data-line-number="2">## [1] 4</a>
<a class="sourceLine" id="cb25-3" data-line-number="3">mymat[<span class="dv">4</span>] <span class="co"># The fourth element in the vector... which is (1, 2)</span></a>
<a class="sourceLine" id="cb25-4" data-line-number="4">## [1] 4</a></code></pre></div>
<p>Matrices can have row and column names too.</p></li>
</ul>
</div>
<div class="slide section level1">
<ul>
<li><p>Some matrix fundamental operators, for matrices <code>A</code>, and <code>B</code> (both square) with the same dimensions (just for the examples):</p>
<ul>
<li>Element wise product, addition, substraction, and quotient: <code>A * B</code>, <code>A + B</code>, <code>A - B</code>, <code>A/B</code></li>
<li>Transpose <code>t(A)</code></li>
<li>Inverse <code>solve(A)</code></li>
<li>Column and row bind, <code>cbind(A, B)</code>, <code>rbind(A, B)</code></li>
</ul>
<p>See the <code>help("%*%")</code>, <code>help("cbind")</code></p></li>
</ul>
</div>
<div id="questions-1" class="slide section level1">
<h1>Questions</h1>
<ul>
<li><p>Given the following matrices <code>A</code>, <code>B</code>, and C</p>
<div class="sourceCode" id="cb26"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb26-1" data-line-number="1"><span class="kw">set.seed</span>(<span class="dv">122</span>)</a>
<a class="sourceLine" id="cb26-2" data-line-number="2">A <-<span class="st"> </span><span class="kw">matrix</span>(<span class="kw">rnorm</span>(<span class="dv">12</span>), <span class="dt">ncol=</span><span class="dv">3</span>)</a>
<a class="sourceLine" id="cb26-3" data-line-number="3">B <-<span class="st"> </span><span class="kw">matrix</span>(<span class="kw">rnorm</span>(<span class="dv">12</span>), <span class="dt">nrow=</span><span class="dv">3</span>)</a>
<a class="sourceLine" id="cb26-4" data-line-number="4">C <-<span class="st"> </span>A <span class="op">%*%</span><span class="st"> </span><span class="kw">cbind</span>(<span class="dv">1</span><span class="op">:</span><span class="dv">3</span>) <span class="op">+</span><span class="st"> </span><span class="kw">rnorm</span>(<span class="dv">4</span>) <span class="co"># Adding a vector of length 4!</span></a></code></pre></div>
<p>Compute</p>
<ol style="list-style-type: decimal">
<li>Matrix multiplication</li>
<li>Transpose of A</li>
<li>Element-wise product of A and B’</li>
<li>The inverse of the cross product of A</li>
<li><span class="math inline">\((A^\mbox{t} A)^{-1} A^\mbox{t} C\)</span></li>
</ol></li>
</ul>
</div>
<div id="other-fundamental-types" class="slide section level1">
<h1>Other fundamental types</h1>
<p>Other fundamental type of objects in R are:</p>
<ul>
<li><p><strong>Factors</strong>: A set of <em>integer codes</em> with labels (levels).</p>
<div class="sourceCode" id="cb27"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb27-1" data-line-number="1">myfactor <-<span class="st"> </span><span class="kw">factor</span>(<span class="kw">c</span>(<span class="st">"a"</span>, <span class="st">"a"</span>, <span class="st">"b"</span>, <span class="st">"xyz"</span>))</a>
<a class="sourceLine" id="cb27-2" data-line-number="2">myfactor</a></code></pre></div>
<pre><code>## [1] a a b xyz
## Levels: a b xyz</code></pre>
<p>We treat factors as vectors.</p></li>
</ul>
</div>
<div class="slide section level1">
<ul>
<li><p><strong>Data frames</strong>: “A data frame is a list of variables of the same number of rows with unique row names, given class”data.frame“.”</p>
<div class="sourceCode" id="cb29"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb29-1" data-line-number="1"><span class="co"># Data frames can have multiple type objects, here, factor and numeric</span></a>
<a class="sourceLine" id="cb29-2" data-line-number="2">mydf <-<span class="st"> </span><span class="kw">data.frame</span>(<span class="dt">a_letter =</span> <span class="kw">c</span>(<span class="st">"a"</span>, <span class="st">"b"</span>, <span class="st">"c"</span>), <span class="dt">a_number =</span> <span class="kw">c</span>(<span class="dv">1</span>, <span class="dv">2</span>, <span class="dv">100</span>))</a>
<a class="sourceLine" id="cb29-3" data-line-number="3">mydf</a></code></pre></div>
<pre><code>## a_letter a_number
## 1 a 1
## 2 b 2
## 3 c 100</code></pre>
<div class="sourceCode" id="cb31"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb31-1" data-line-number="1"><span class="kw">str</span>(mydf)</a></code></pre></div>
<pre><code>## 'data.frame': 3 obs. of 2 variables:
## $ a_letter: Factor w/ 3 levels "a","b","c": 1 2 3
## $ a_number: num 1 2 100</code></pre>
<p>We can access data frame objects as follow</p>
<div class="sourceCode" id="cb33"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb33-1" data-line-number="1">mydf<span class="op">$</span>a_letter <span class="co"># Dollar sign</span></a>
<a class="sourceLine" id="cb33-2" data-line-number="2">mydf[[<span class="dv">1</span>]] <span class="co"># Position of the column</span></a>
<a class="sourceLine" id="cb33-3" data-line-number="3">mydf[[<span class="st">"a_letter"</span>]] <span class="co"># Name of the column</span></a></code></pre></div>
<pre><code>## [1] a b c
## Levels: a b c</code></pre></li>
</ul>
</div>
<div id="statistical-functions" class="slide section level1">
<h1>Statistical Functions</h1>
<ul>
<li><p>R has a very nice set of families of distributions. In general, distribution functions have the following name structure:</p>
<ol style="list-style-type: lower-alpha">
<li><p><strong>Random Number Generation</strong>: <code>r[name-of-the-distribution]</code>, e.g. <code>rnorm</code> for normal, <code>runif</code> for uniform.</p></li>
<li><p><strong>Density function</strong>: <code>d[name-of-the-distribution]</code>, e.g. <code>dnorm</code> for normal, <code>dunif</code> for uniform.</p></li>
<li><p><strong>Cumulative Distribution Function (CDF)</strong>: <code>p[name-of-the-distribution]</code>, e.g. <code>pnorm</code> for normal, <code>punif</code> for uniform.</p></li>
<li><p><strong>Inverse of the CDF (quantile)</strong>: <code>q[name-of-the-distribution]</code>, e.g. <code>qnorm</code> for the normal, <code>qunif</code> for the uniform.</p></li>
</ol></li>
<li><p>In the case of <a href="https://en.wikipedia.org/wiki/Pseudorandom_number_generator" target="_blank"><strong>pseudo random numbers</strong></a> (the <code>r</code> prefix), it is important to <strong>always</strong> set the seed to ensure <strong>reproducibility</strong></p>
<div class="sourceCode" id="cb35"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb35-1" data-line-number="1"><span class="co"># First run</span></a>
<a class="sourceLine" id="cb35-2" data-line-number="2"><span class="kw">set.seed</span>(<span class="dv">12</span>)</a>
<a class="sourceLine" id="cb35-3" data-line-number="3"><span class="kw">rnorm</span>(<span class="dv">4</span>)</a>
<a class="sourceLine" id="cb35-4" data-line-number="4">## [1] -1.4805676 1.5771695 -0.9567445 -0.9200052</a>
<a class="sourceLine" id="cb35-5" data-line-number="5"></a>
<a class="sourceLine" id="cb35-6" data-line-number="6"><span class="co"># Second run</span></a>
<a class="sourceLine" id="cb35-7" data-line-number="7"><span class="kw">set.seed</span>(<span class="dv">12</span>)</a>
<a class="sourceLine" id="cb35-8" data-line-number="8"><span class="kw">rnorm</span>(<span class="dv">4</span>)</a>
<a class="sourceLine" id="cb35-9" data-line-number="9">## [1] -1.4805676 1.5771695 -0.9567445 -0.9200052</a></code></pre></div>
<p>More distributions available at <code>??Distributions</code>.</p></li>
</ul>
</div>
<div class="slide section level1">
<ul>
<li>Take a look at the normal distribution</li>
</ul>
<div class="sourceCode" id="cb36"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb36-1" data-line-number="1"><span class="kw">set.seed</span>(<span class="dv">12</span>)</a>
<a class="sourceLine" id="cb36-2" data-line-number="2">op <-<span class="st"> </span><span class="kw">par</span>(<span class="dt">mfrow =</span> <span class="kw">c</span>(<span class="dv">2</span>,<span class="dv">2</span>))</a>
<a class="sourceLine" id="cb36-3" data-line-number="3"><span class="kw">hist</span>(<span class="kw">rnorm</span>(<span class="fl">1e5</span>))</a>
<a class="sourceLine" id="cb36-4" data-line-number="4"><span class="kw">curve</span>(qnorm)</a>
<a class="sourceLine" id="cb36-5" data-line-number="5"><span class="kw">curve</span>(pnorm, <span class="dt">xlim=</span><span class="kw">c</span>(<span class="op">-</span><span class="dv">3</span>, <span class="dv">3</span>))</a>
<a class="sourceLine" id="cb36-6" data-line-number="6"><span class="kw">curve</span>(dnorm, <span class="dt">xlim=</span><span class="kw">c</span>(<span class="op">-</span><span class="dv">3</span>, <span class="dv">3</span>))</a></code></pre></div>
<p><img 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" width="768" /></p>
<div class="sourceCode" id="cb37"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb37-1" data-line-number="1"><span class="kw">par</span>(op)</a></code></pre></div>
</div>
<div class="slide section level1">
<ul>
<li>Take a look at the exponential</li>
</ul>
<div class="sourceCode" id="cb38"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb38-1" data-line-number="1"><span class="kw">set.seed</span>(<span class="dv">12</span>)</a>
<a class="sourceLine" id="cb38-2" data-line-number="2">op <-<span class="st"> </span><span class="kw">par</span>(<span class="dt">mfrow =</span> <span class="kw">c</span>(<span class="dv">2</span>,<span class="dv">2</span>))</a>
<a class="sourceLine" id="cb38-3" data-line-number="3"><span class="kw">hist</span>(<span class="kw">rexp</span>(<span class="fl">1e5</span>))</a>
<a class="sourceLine" id="cb38-4" data-line-number="4"><span class="kw">curve</span>(qexp)</a>
<a class="sourceLine" id="cb38-5" data-line-number="5"><span class="kw">curve</span>(pexp, <span class="dt">xlim=</span><span class="kw">c</span>(<span class="dv">0</span>, <span class="dv">6</span>))</a>
<a class="sourceLine" id="cb38-6" data-line-number="6"><span class="kw">curve</span>(dexp, <span class="dt">xlim=</span><span class="kw">c</span>(<span class="dv">0</span>, <span class="dv">6</span>))</a></code></pre></div>
<p><img 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" width="768" /></p>
<div class="sourceCode" id="cb39"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb39-1" data-line-number="1"><span class="kw">par</span>(op)</a></code></pre></div>
</div>
<div id="questions-2" class="slide section level1">
<h1>Questions</h1>
<ol style="list-style-type: decimal">
<li><p>Draw 1e5 samples from a chi2 with 2 degrees of freedom (hint: check <code>?Distributions</code>).</p></li>
<li><p>Draw 1e5 samples from a chi2 with 2 degrees of freedom using <code>rnorm</code> (hint: Recall that if <span class="math inline">\(X\sim N(0,1)\)</span>, then <span class="math inline">\(X^2\sim\chi^2_1\)</span>, and if <span class="math inline">\(X, Y\sim N(0,1)\)</span>, then <span class="math inline">\(X^2 + Y^2\sim\chi^2_2\)</span>).</p></li>
</ol>
</div>
<div id="control-flow-statements" class="slide section level1">
<h1>Control-flow statements</h1>
<ul>
<li><p>For-loops</p>
<div class="sourceCode" id="cb40"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb40-1" data-line-number="1"><span class="co"># The oldfashion forloop</span></a>
<a class="sourceLine" id="cb40-2" data-line-number="2"><span class="cf">for</span> (i <span class="cf">in</span> <span class="dv">1</span><span class="op">:</span><span class="dv">10</span>) {</a>
<a class="sourceLine" id="cb40-3" data-line-number="3"> <span class="kw">print</span>(<span class="kw">paste</span>(<span class="st">"I'm step"</span>, i, <span class="st">"/"</span>, <span class="dv">10</span>))</a>
<a class="sourceLine" id="cb40-4" data-line-number="4">}</a></code></pre></div>
<pre><code>## [1] "I'm step 1 / 10"
## [1] "I'm step 2 / 10"
## [1] "I'm step 3 / 10"
## [1] "I'm step 4 / 10"
## [1] "I'm step 5 / 10"
## [1] "I'm step 6 / 10"
## [1] "I'm step 7 / 10"
## [1] "I'm step 8 / 10"
## [1] "I'm step 9 / 10"
## [1] "I'm step 10 / 10"</code></pre></li>
</ul>
</div>
<div class="slide section level1">
<ul>
<li><p>Ifelse</p>
<div class="sourceCode" id="cb42"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb42-1" data-line-number="1"><span class="co"># A nice ifelse</span></a>
<a class="sourceLine" id="cb42-2" data-line-number="2"><span class="cf">for</span> (i <span class="cf">in</span> <span class="dv">1</span><span class="op">:</span><span class="dv">10</span>) {</a>
<a class="sourceLine" id="cb42-3" data-line-number="3"></a>
<a class="sourceLine" id="cb42-4" data-line-number="4"> <span class="cf">if</span> (i <span class="op">%%</span><span class="st"> </span><span class="dv">2</span>) <span class="co"># Modulus operand</span></a>
<a class="sourceLine" id="cb42-5" data-line-number="5"> <span class="kw">print</span>(<span class="kw">paste</span>(<span class="st">"I'm step"</span>, i, <span class="st">"/"</span>, <span class="dv">10</span>, <span class="st">"(and I'm odd)"</span>))</a>
<a class="sourceLine" id="cb42-6" data-line-number="6"> <span class="cf">else</span></a>
<a class="sourceLine" id="cb42-7" data-line-number="7"> <span class="kw">print</span>(<span class="kw">paste</span>(<span class="st">"I'm step"</span>, i, <span class="st">"/"</span>, <span class="dv">10</span>, <span class="st">"(and I'm even)"</span>))</a>
<a class="sourceLine" id="cb42-8" data-line-number="8"></a>
<a class="sourceLine" id="cb42-9" data-line-number="9">}</a></code></pre></div>
<pre><code>## [1] "I'm step 1 / 10 (and I'm odd)"
## [1] "I'm step 2 / 10 (and I'm even)"
## [1] "I'm step 3 / 10 (and I'm odd)"
## [1] "I'm step 4 / 10 (and I'm even)"
## [1] "I'm step 5 / 10 (and I'm odd)"
## [1] "I'm step 6 / 10 (and I'm even)"
## [1] "I'm step 7 / 10 (and I'm odd)"
## [1] "I'm step 8 / 10 (and I'm even)"
## [1] "I'm step 9 / 10 (and I'm odd)"
## [1] "I'm step 10 / 10 (and I'm even)"</code></pre></li>
</ul>
</div>
<div class="slide section level1">
<ul>
<li><p>While</p>
<div class="sourceCode" id="cb44"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb44-1" data-line-number="1"><span class="co"># A while</span></a>
<a class="sourceLine" id="cb44-2" data-line-number="2">i <-<span class="st"> </span><span class="dv">10</span></a>
<a class="sourceLine" id="cb44-3" data-line-number="3"><span class="cf">while</span> (i <span class="op">></span><span class="st"> </span><span class="dv">0</span>) {</a>
<a class="sourceLine" id="cb44-4" data-line-number="4"> <span class="kw">print</span>(<span class="kw">paste</span>(<span class="st">"I'm step"</span>, i, <span class="st">"/"</span>, <span class="dv">10</span>))</a>
<a class="sourceLine" id="cb44-5" data-line-number="5"> i <-<span class="st"> </span>i <span class="op">-</span><span class="st"> </span><span class="dv">1</span></a>
<a class="sourceLine" id="cb44-6" data-line-number="6">}</a></code></pre></div>
<pre><code>## [1] "I'm step 10 / 10"
## [1] "I'm step 9 / 10"
## [1] "I'm step 8 / 10"
## [1] "I'm step 7 / 10"
## [1] "I'm step 6 / 10"
## [1] "I'm step 5 / 10"
## [1] "I'm step 4 / 10"
## [1] "I'm step 3 / 10"
## [1] "I'm step 2 / 10"
## [1] "I'm step 1 / 10"</code></pre></li>
</ul>
</div>
<div id="functions" class="slide section level1">
<h1>Functions</h1>
<ul>
<li><p>Understanding functions, and functional programming can be very useful for your day-to-day work with R (and any programming language).</p></li>
<li><p>Functions can be created in a single line, or span multiple lines of code.</p></li>
<li><p>Usually, functions are structured as follow:</p>
<div class="sourceCode" id="cb46"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb46-1" data-line-number="1">name_of_the_function <-<span class="st"> </span><span class="cf">function</span>(</a>
<a class="sourceLine" id="cb46-2" data-line-number="2"> argument1, <span class="co"># First argument, required value</span></a>
<a class="sourceLine" id="cb46-3" data-line-number="3"> <span class="dt">argument2 =</span> <span class="dv">1</span> <span class="co"># Second argument, has a default (so is optional)</span></a>
<a class="sourceLine" id="cb46-4" data-line-number="4">) {</a>
<a class="sourceLine" id="cb46-5" data-line-number="5"></a>
<a class="sourceLine" id="cb46-6" data-line-number="6"> [your neat R code here]</a>
<a class="sourceLine" id="cb46-7" data-line-number="7"></a>
<a class="sourceLine" id="cb46-8" data-line-number="8"> <span class="kw">return</span>(answer)</a>
<a class="sourceLine" id="cb46-9" data-line-number="9"></a>
<a class="sourceLine" id="cb46-10" data-line-number="10">}</a></code></pre></div></li>
</ul>
</div>
<div class="slide section level1">
<ul>
<li><p>This is the very basic that we can write in R</p>
<div class="sourceCode" id="cb47"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb47-1" data-line-number="1"><span class="co"># A function that does nothing</span></a>
<a class="sourceLine" id="cb47-2" data-line-number="2">my_lame_function <-<span class="st"> </span><span class="cf">function</span>() {}</a>
<a class="sourceLine" id="cb47-3" data-line-number="3"><span class="kw">my_lame_function</span>()</a></code></pre></div>
<pre><code>## NULL</code></pre></li>
</ul>
</div>
<div class="slide section level1">
<ul>
<li><p>Here is a more complicated function</p>
<div class="sourceCode" id="cb49"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb49-1" data-line-number="1">calc_sum <-<span class="st"> </span><span class="cf">function</span>(A, B) {</a>
<a class="sourceLine" id="cb49-2" data-line-number="2"> A <span class="op">+</span><span class="st"> </span>B</a>
<a class="sourceLine" id="cb49-3" data-line-number="3">}</a>
<a class="sourceLine" id="cb49-4" data-line-number="4"></a>
<a class="sourceLine" id="cb49-5" data-line-number="5"><span class="kw">calc_sum</span>(<span class="dv">1</span>, <span class="dv">5</span>)</a></code></pre></div>
<pre><code>## [1] 6</code></pre></li>
</ul>
</div>
<div class="slide section level1">
<ul>
<li><p>We can use recursions too!</p>
<div class="sourceCode" id="cb51"><pre class="sourceCode r"><code class="sourceCode r"><a class="sourceLine" id="cb51-1" data-line-number="1"><span class="co"># An inefficient implementation of the Fibonacci number</span></a>
<a class="sourceLine" id="cb51-2" data-line-number="2">fib <-<span class="st"> </span><span class="cf">function</span>(i) {</a>
<a class="sourceLine" id="cb51-3" data-line-number="3"></a>
<a class="sourceLine" id="cb51-4" data-line-number="4"> <span class="cf">if</span> (i <span class="op"><=</span><span class="st"> </span><span class="dv">2</span>)</a>
<a class="sourceLine" id="cb51-5" data-line-number="5"> <span class="kw">return</span>(<span class="dv">1</span>)</a>
<a class="sourceLine" id="cb51-6" data-line-number="6"></a>
<a class="sourceLine" id="cb51-7" data-line-number="7"> <span class="kw">fib</span>(i <span class="op">-</span><span class="st"> </span><span class="dv">2</span>) <span class="op">+</span><span class="st"> </span><span class="kw">fib</span>(i <span class="op">-</span><span class="st"> </span><span class="dv">1</span>)</a>
<a class="sourceLine" id="cb51-8" data-line-number="8"></a>
<a class="sourceLine" id="cb51-9" data-line-number="9">}</a>
<a class="sourceLine" id="cb51-10" data-line-number="10"></a>
<a class="sourceLine" id="cb51-11" data-line-number="11"><span class="kw">c</span>(<span class="kw">fib</span>(<span class="dv">1</span>), <span class="kw">fib</span>(<span class="dv">2</span>), <span class="kw">fib</span>(<span class="dv">4</span>), <span class="kw">fib</span>(<span class="dv">5</span>), <span class="kw">fib</span>(<span class="dv">6</span>), <span class="kw">fib</span>(<span class="dv">7</span>), <span class="kw">fib</span>(<span class="dv">8</span>))</a></code></pre></div>
<pre><code>## [1] 1 1 3 5 8 13 21</code></pre></li>
</ul>
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