
@article{foster_subgroup_2011,
	title = {Subgroup identification from randomized clinical trial data},
	volume = {30},
	issn = {02776715},
	doi = {10.1002/sim.4322},
	language = {en},
	number = {24},
	journal = {Statistics in Medicine},
	author = {Foster, Jared C. and Taylor, Jeremy M.G. and Ruberg, Stephen J.},
	month = oct,
	year = {2011},
	pages = {2867--2880}
}


@article{wolf_permutation_2022,
	title = {A permutation procedure to detect heterogeneous treatment effects in randomized clinical trials while controlling the type {I} error rate},
	issn = {1740-7745},
	doi = {10.1177/17407745221095855},
	journal = {Clinical Trials},
  volume = {19},
  number = {5},
  pages = {512-521},
	author = {Wolf, Jack M and Koopmeiners, Joseph S and Vock, David M},
	month = may,
	year = {2022},
	note = {Publisher: SAGE Publications}
}


@article{deng_practical_2023,
	title = {Practical guidance on modeling choices for the virtual twins method},
	doi = {10.1080/10543406.2023.2170404},
	language = {en},
	journal = {Journal of Biopharmaceutical Statistics},
	author = {Deng, Chuyu and Wolf, Jack M and Vock, David M and Carroll, Dana M and Hatsukami, Dorothy K and Leng, Ning and Koopmeiners, Joseph S},
	month = mar,
	year = {2023}
}


@article{tibshirani_regression_1996,
	title = {Regression {Shrinkage} and {Selection} via the {Lasso}},
	volume = {58},
	issn = {0035-9246},
	url = {https://www.jstor.org/stable/2346178},
	number = {1},
	urldate = {2022-12-07},
	journal = {Journal of the Royal Statistical Society. Series B (Methodological)},
	author = {Tibshirani, Robert},
	year = {1996},
	note = {Publisher: [Royal Statistical Society, Wiley]},
	pages = {267--288},
}


@article{friedman_multivariate_1991,
	title = {Multivariate {Adaptive} {Regression} {Splines}},
	volume = {19},
	issn = {0090-5364, 2168-8966},
	url = {https://projecteuclid.org/journals/annals-of-statistics/volume-19/issue-1/Multivariate-Adaptive-Regression-Splines/10.1214/aos/1176347963.full},
	doi = {10.1214/aos/1176347963},
	number = {1},
	urldate = {2021-07-07},
	journal = {The Annals of Statistics},
	author = {Friedman, Jerome H.},
	month = mar,
	year = {1991},
	note = {Publisher: Institute of Mathematical Statistics},
	keywords = {62H30, 62J02, 65D07, 65D10, 65D15, 68T05, 68T10, 90A19, 93C35, 93E11, 93E14, AID, CART, multivariable function approximation, multivariate smoothing, Nonparametric multiple regression, recursive partitioning, splines, statistical learning neural networks},
	pages = {1--67},
}


@article{breiman_random_2001,
	title = {Random {Forests}},
	volume = {45},
	issn = {1573-0565},
	url = {https://doi.org/10.1023/A:1010933404324},
	doi = {10.1023/A:1010933404324},
	language = {en},
	number = {1},
	urldate = {2022-03-07},
	journal = {Machine Learning},
	author = {Breiman, Leo},
	month = oct,
	year = {2001},
	pages = {5--32},
}


@article{van_der_laan_super_2007,
	title = {Super {Learner}},
	volume = {6},
	issn = {1544-6115, 2194-6302},
	url = {https://www-degruyter-com.ezp2.lib.umn.edu/view/journals/sagmb/6/1/article-sagmb.2007.6.1.1309.xml.xml},
	doi = {10.2202/1544-6115.1309},
	language = {en},
	number = {1},
	urldate = {2021-01-22},
	journal = {Statistical Applications in Genetics and Molecular Biology},
	author = {{van der Laan}, Mark J. and Polley, Eric C. and Hubbard, Alan E.},
	month = sep,
	year = {2007},
	note = {Publisher: De Gruyter
Section: Statistical Applications in Genetics and Molecular Biology},
}

@book{breiman_classification_2017,
	address = {Boca Raton},
	title = {Classification {And} {Regression} {Trees}},
	isbn = {978-1-315-13947-0},
	publisher = {Routledge},
	author = {Breiman, Leo and Friedman, Jerome H. and Olshen, Richard A. and Stone, Charles J.},
	month = oct,
	year = {2017},
	doi = {10.1201/9781315139470},
}


@article{hothorn_unbiased_2006,
	title = {Unbiased {Recursive} {Partitioning}: {A} {Conditional} {Inference} {Framework}},
	volume = {15},
	issn = {1061-8600},
	shorttitle = {Unbiased {Recursive} {Partitioning}},
	url = {https://doi.org/10.1198/106186006X133933},
	doi = {10.1198/106186006X133933},
	number = {3},
	urldate = {2021-01-22},
	journal = {Journal of Computational and Graphical Statistics},
	author = {Hothorn, Torsten and Hornik, Kurt and Zeileis, Achim},
	month = sep,
	year = {2006},
	keywords = {Multiple testing, Multivariate regression trees, Ordinal regression trees, Permutation tests, Variable selection},
	pages = {651--674}
}


