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# nocov start | ||
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cite = function(entry){ | ||
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||
out <- switch( | ||
entry, | ||
breiman_2001 = bibentry( | ||
"article", | ||
title = "Random Forests", | ||
author = "Breiman, Leo", | ||
year = "2001", | ||
journal = "Machine Learning", | ||
volume = "45", | ||
number = "1", | ||
pages = "5--32", | ||
doi = "10.1023/A:1010933404324", | ||
issn = "1573-0565" | ||
), | ||
ishwaran_2008 = bibentry( | ||
"article", | ||
doi = "10.1214/08-aoas169", | ||
url = "https://doi.org/10.1214/08-aoas169", | ||
year = "2008", | ||
month = "9", | ||
publisher = "Institute of Mathematical Statistics", | ||
volume = "2", | ||
number = "3", | ||
author = "Hemant Ishwaran and Udaya B. Kogalur and Eugene H. Blackstone and Michael S. Lauer", | ||
title = "Random survival forests", | ||
journal = "The Annals of Applied Statistics" | ||
), | ||
jaeger_2019 = bibentry( | ||
"article", | ||
doi = "10.1214/19-aoas1261", | ||
year = "2019", | ||
month = "9", | ||
publisher = "Institute of Mathematical Statistics", | ||
volume = "13", | ||
number = "3", | ||
author = "Byron C. Jaeger and D. Leann Long and Dustin M. Long and Mario Sims and Jeff M. Szychowski and Yuan-I Min and Leslie A. Mcclure and George Howard and Noah Simon", | ||
title = "Oblique random survival forests", | ||
journal = "The Annals of Applied Statistics" | ||
), | ||
jaeger_2022 = bibentry( | ||
"article", | ||
title = "Accelerated and interpretable oblique random survival forests", | ||
author = "Byron C. Jaeger and Sawyer Welden and Kristin Lenoir and Jaime L. Speiser and Matthew W. Segar and Ambarish Pandey and Nicholas M. Pajewski", | ||
journal = "Journal of Computational and Graphical Statistics", | ||
doi = "10.1080/10618600.2023.2231048", | ||
year = "2023", | ||
month = "8", | ||
publisher = "Taylor & Francis", | ||
pages = "1--16" | ||
), | ||
hooker_2021 = bibentry( | ||
"article", | ||
title = "Unrestricted permutation forces extrapolation: variable importance requires at least one more model, or there is no free variable importance", | ||
author = "Hooker, Giles and Mentch, Lucas and Zhou, Siyu", | ||
journal = "Statistics and Computing", | ||
volume = "31", | ||
pages = "1--16", | ||
year = "2021", | ||
publisher = "Springer" | ||
), | ||
harrell_1982 = bibentry( | ||
"article", | ||
title = "Evaluating the yield of medical tests", | ||
author = "Harrell, Frank E and Califf, Robert M and Pryor, David B and Lee, Kerry L and Rosati, Robert A", | ||
journal = "Jama", | ||
volume = "247", | ||
number = "18", | ||
pages = "2543--2546", | ||
year = "1982", | ||
publisher ="American Medical Association" | ||
), | ||
menze_2011 = bibentry( | ||
"inproceedings", | ||
title = "On oblique random forests", | ||
author = "Menze, Bjoern H and Kelm, B Michael and Splitthoff, Daniel N and Koethe, Ullrich and Hamprecht, Fred A", | ||
booktitle = "Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2011, Athens, Greece, September 5-9, 2011, Proceedings, Part II 22", | ||
pages = "453--469", | ||
year = "2011", | ||
organization = "Springer" | ||
), | ||
simon_2011 = bibentry( | ||
"article", | ||
title = "Regularization paths for Cox’s proportional hazards model via coordinate descent", | ||
author = "Simon, Noah and Friedman, Jerome and Hastie, Trevor and Tibshirani, Rob", | ||
journal = "Journal of statistical software", | ||
volume = "39", | ||
number = "5", | ||
pages = "1", | ||
year = "2011", | ||
publisher = "NIH Public Access" | ||
), | ||
horst_2022 = bibentry( | ||
"article", | ||
title = "Palmer Archipelago Penguins Data in the palmerpenguins R Package-An Alternative to Anderson's Irises", | ||
author = "Horst, Allison M and Hill, Alison Presmanes and Gorman, Kristen B", | ||
journal = "R Journal", | ||
volume = "14", | ||
number = "1", | ||
year = "2022" | ||
), | ||
penguins_2020 = bibentry( | ||
"manual", | ||
title = "palmerpenguins: Palmer Archipelago (Antarctica) penguin data", | ||
author = "Allison Marie Horst and Alison Presmanes Hill and Kristen B Gorman", | ||
year = "2020", | ||
note = "R package version 0.1.0", | ||
url = "https://allisonhorst.github.io/palmerpenguins/" | ||
), | ||
greenwell_2018 = bibentry( | ||
"article", | ||
title = "A simple and effective model-based variable importance measure", | ||
author = "Greenwell, Brandon M and Boehmke, Bradley C and McCarthy, Andrew J", | ||
journal = "arXiv preprint arXiv:1805.04755", | ||
year = "2018" | ||
), | ||
stop("unrecognized entry") | ||
) | ||
|
||
format(out) | ||
|
||
} | ||
|
||
# nocov end |
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This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
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This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
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