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+@book{Pearl2000,
+	title = {Causality: models, reasoning, and inference},
+	isbn = 9780521773621,
+	shorttitle = {Causality},
+	publisher = {Cambridge University Press},
+	author = {Judea Pearl},
+	year = 2000,
+	pages = 412
+}
+
+@book{Pearl2009,
+ author = {Pearl, Judea},
+ title = {Causality: Models, Reasoning and Inference},
+ year = {2009},
+ isbn = {052189560X, 9780521895606},
+ edition = {2nd},
+ publisher = {Cambridge University Press},
+ address = {New York, NY, USA},
+} 
+
+
+@techreport{TianPP1998,
+	title = {Finding Minimal D-separators},
+	url = {http://ftp.cs.ucla.edu/pub/stat_ser/r254.pdf},
+	number = {R-254},
+	author = {Jin Tian and Azaria Paz and Judea Pearl},
+        institution = {UCLA},
+	year = 1998,
+}
+
+@article{KnueppelS2010,
+	title = {{DAG} program: identifying minimal sufficient adjustment sets},
+	volume = {21},
+	issn = {1531-5487},
+	shorttitle = {{DAG} program},
+	doi = {10.1097/EDE.0b013e3181c307ce},
+	number = {1},
+	journal = {Epidemiology},
+	author = {Sven Kn\"uppel and Andreas Stang},
+	year = {2010},
+	pages = {159}
+}
+%	url = {http://www.ncbi.nlm.nih.gov/pubmed/20010223},
+
+@book{Cormenetal2001,
+	edition = {2nd},
+	title = {Introduction to Algorithms, Second Edition},
+	isbn = {0262032937},
+	publisher = {The {MIT} Press},
+	author = {Thomas H. Cormen and Charles E. Leiserson and Ronald L. Rivest and Clifford Stein},
+	month = sep,
+	year = {2001}
+}
+
+@misc{
+     Dracula2010,
+    author = {Philipp Strathausen},
+    title = {Dracula Graph Layout and Drawing Framework},
+    year = {2010},
+    howpublished = {\url{http://www.graphdracula.net}},
+}
+
+@misc{
+    Prototype2010,
+    author = {Prototype Core Team},
+    title = {Prototype–JavaScript Library},
+    year = {2010},
+    howpublished = {\url{http://www.prototypejs.org}},
+}
+
+@misc{
+    Raphael2010,
+    author = {Dmitry Baranovskiy},
+    title = {Raphael–JavaScript Library},
+    year = {2010},
+    howpublished = {\url{http://raphaeljs.com}},
+}
+
+@article{
+    ShrierP2008,
+    author = {Ian Shrier and Robert W. Platt},
+    title = {Reducing Bias Through Directed Acyclic Graphs},
+    year = {2008},
+    journal = {BMC Medical Research Methodology},
+    volume = {8},
+    number = {70},
+    doi = {10.1186/1471-2288-8-70},
+}
+
+@INPROCEEDINGS{Acid1996,
+    author = {Silvia Acid and Luis M. De Campos},
+    title = {An Algorithm for Finding Minimum d-Separating Sets in Belief Networks},
+    booktitle = {Proceedings of the 12th Conference of Uncertainty in Artificial Intelligence},
+    year = {1996},
+    pages = {3--10}
+}
+
+@article{Schipf2010,
+author = {Sabine Schipf and Robin Haring and Nele Friedrich and 
+Matthias Nauck and Katharina Lau and Dietrich Alte and 
+Andreas Stang and Henry Völzke and Henri Wallaschofski},
+title = {Low Total Testosterone is Associated
+with Increased Risk of Incident Type 2 Diabetes Mellitus in Men: Results
+from the Study of Health in Pomerania ({SHIP})},
+journal = {The Aging Male},
+year = {2011},
+volume = {14},
+number = {3},
+pages = {168--75}
+}
+
+@article{
+  Lauritzen1990,
+  author = {Steffen L. Laurizen and A. Philip Dawid and Birgitte N. Larsen and Hanns-Georg Leimer},
+  journal = {Networks},
+  volume = {20},
+  number = {5},
+  pages = {491--505},
+  year = {1990},
+  title = {Independence properties of directed Markov fields},
+}
+
+@Article{Polzer2012,
+   Author="Polzer, Ines  and Schwahn, Christian  and V{\"o}lzke, Henry  and Mundt, Torsten 
+   	and Biffar, Reiner",
+   Title="{{T}he association of tooth loss with all-cause and circulatory mortality. {I}s there a benefit of replaced teeth? {A} systematic review and meta-analysis}",
+   Journal="Clinical Oral Investigations",
+   Year="2012",
+   Volume="16",
+   Number="2",
+   Pages="333--351",
+   OptMonth="Apr"
+}
+
+@Article{
+  Sebastiani2005,
+  Author="Sebastiani, Paola  and Ramoni, Marco F.  and Nolan, Vikki  and Baldwin, Clinton T.  and Steinberg, Martin H. ",
+  Title="{{G}enetic dissection and prognostic modeling of overt stroke in sickle cell anemia}",
+  Journal="Nature Genetics",
+  Year="2005",
+  Volume="37",
+  Pages="435--40",
+  OptMonth="Apr"
+}
+
+@INPROCEEDINGS{ShpitserVR2010,
+AUTHOR = "Ilya Shpitser and Tyler VanderWeele and James Robins",
+TITLE = "On the Validity of Covariate Adjustment for Estimating Causal Effects",
+BOOKTITLE = "Proceedings of UAI 2010",
+PUBLISHER = "AUAI Press",
+YEAR = "2010",
+PAGES = "527-536"
+} 
+
+@INPROCEEDINGS{TextorL2011,
+  author = {Textor, Johannes and Li{\'s}kiewicz, Maciej},
+  title = {Adjustment criteria in casual diagrams: an algorithmic perspective},
+  booktitle = {Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence},
+  publisher = {AUAI Press},
+  year = {2011},
+  pages = {681--88},
+}
+
+@ARTICLE{Textor2011,
+  author = {Textor, Johannes and Hardt, Juliane and Kn{\"u}ppel, Sven},
+  title = {DAGitty: A graphical tool for analyzing causal diagrams},
+  journal = {Epidemiology},
+  year = {2011},
+  volume = {22},
+  pages = {745},
+  number = {5},
+  owner = {Felix Thoemmes},
+  timestamp = {2011.11.22}
+}
+
+@book{RothmanGL2008,
+  title = {Modern Epidemiology},
+  author = {Kenneth J. Rothman and Sander Greenland and Timothy L. Lash},
+  year = {2008},
+  publisher = {Wolters Kluwer},
+  isbn = {0781755646}
+}
+
+@Article{
+  Kampen2014,
+  Author="van Kampen, Dirk",
+  Title="The SSQ model of schizophrenic prodromal unfolding revised: An analysis of its causal chains based on the language of directed graphs",
+  Journal="European Psychiatry",
+  Year="2014",
+  volume={29},
+  number={7},
+  pages={437--48},
+  howpublished={doi:10.1016/j.eurpsy.2013.11.001},
+}
+
+@inproceedings{BritoPearlUAI02,
+  author    = {Carlos Brito and
+               Judea Pearl},
+  title     = {Generalized Instrumental Variables},
+  booktitle = {Proceedings of the 18th Conference on Uncertainty in Artificial Intelligence},
+  year      = {2002},
+  pages     = {85-93},
+  ee        = {http://uai.sis.pitt.edu/displayArticleDetails.jsp?mmnu=1{\&}smnu=2{\&}article_id=848{\&}proceeding_id=18},
+  bibsource = {DBLP, http://dblp.uni-trier.de}
+}
+
+@article{
+	AngristIR96,
+	author = {Joshua D. Angrist and Guido W. Imbens and Donald B. Rubin},
+	title = {Identification of Causal Effects Using Instrumental Variables},
+	journal = {Journal of the American Statistical Association},
+	volume = {91},
+	number = {434},
+	pages = {444--55},
+	year = {1996}
+}
+
+@inproceedings{
+	zander15_instrument,
+	author={Benito van der Zander and Johannes Textor and Maciej Li\'skiewicz},
+	title={Efficiently Finding Conditional Instruments for Causal Inference},	
+	booktitle={Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI 2015)},
+	publisher={AAAI Press},
+	pages={3243--49},
+	year={2015},
+}
+
+
+@article{
+imbens14,
+title={Instrumental Variables: An Econometrician’s Perspective},
+journal={Statistical Science},
+volume={29},
+number={3},
+pages={323--58},
+year={2014},
+author={Guido Imbens}
+}
+
+@inproceedings{
+	textor14_uai,
+	author={Benito van der Zander and Maciej Li\'skiewicz and Johannes Textor},
+	title={Constructing Separators and Adjustment Sets in Ancestral Graphs},	
+	booktitle={Proceedings of the 30th Conference on Uncertainty in Artificial Intelligence},
+	publisher={AUAI Press},
+	year={2014},
+	pages={907--16}
+}
+
+
+@inproceedings{
+        textor15_uai,
+        author={Johannes Textor and Alexander Idelberger and Maciej Li\'skiewicz},
+	title={Learning from Pairwise Marginal Independencies},
+	year={2015},
+	booktitle={Proceedings of the 31st Conference on Uncertainty in Artificial Intelligence},
+	publisher={AUAI Press},
+	pages={882-91}
+}
+