largeRCRF/vignettes/refs.bib

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% TODO - read me
@Article{AalenJohansenCIFs,
URL = {http://www.jstor.org/stable/4615704},
author = {Odd O. Aalen and Søren Johansen},
journal = {Scandinavian Journal of Statistics},
number = {3},
pages = {141--150},
title = {An Empirical Transition Matrix for Non-Homogeneous Markov Chains Based on Censored Observations},
volume = {5},
year = {1978}
}
@Article{Breiman2001,
author="Breiman, Leo",
title="Random Forests",
journal="Machine Learning",
year="2001",
month="Oct",
day="01",
volume="45",
number="1",
pages="5--32",
doi="10.1023/A:1010933404324"
}
@article{IshwaranCompetingRisks,
author = {Ishwaran, Hemant and Gerds, Thomas A. and Kogalur, Udaya B. and Moore, Richard D. and Gange, Stephen J. and Lau, Bryan M.},
title = {Random Survival Forests for Competing Risks},
journal = {Biostatistics},
volume = {15},
number = {4},
pages = {757-773},
year = {2014},
doi = {10.1093/biostatistics/kxu010}
}
% TODO - need DOI
@Article{IshwaranSurvivalR,
title = {Random Survival Forests for \proglang{R}},
author = {H. Ishwaran and Udaya B. Kogalur},
journal = {\proglang{R} News},
year = {2007},
volume = {7},
number = {2},
pages = {25--31},
month = {10},
url = {https://CRAN.R-project.org/doc/Rnews/},
pdf = {https://CRAN.R-project.org/doc/Rnews/Rnews_2007-2.pdf}
}
@Manual{IshwaranRfsrc,
title = {Random Forests for Survival, Regression, and Classification (RF-SRC)},
author = {H. Ishwaran and Udaya B. Kogalur},
publisher = {manual},
year = {2018},
note = {\proglang{R} package version 2.8.0},
url = {https://cran.r-project.org/package=randomForestSRC},
pdf = {https://cran.r-project.org/web/packages/randomForestSRC/randomForestSRC.pdf},
}
@Article{IshwaranSurvival,
author = "Ishwaran, Hemant and Kogalur, Udaya B. and Blackstone, Eugene H. and Lauer, Michael S.",
doi = "10.1214/08-AOAS169",
journal = "The Annals of Applied Statistics",
month = "09",
number = "3",
pages = "841--860",
publisher = "The Institute of Mathematical Statistics",
title = "Random Survival Forests",
volume = "2",
year = "2008"
}
% TODO - read me
@Article{KaplanMeierCurve,
author = {E. L. Kaplan and Paul Meier },
title = {Nonparametric Estimation from Incomplete Observations},
journal = {Journal of the American Statistical Association},
volume = {53},
number = {282},
pages = {457-481},
year = {1958},
publisher = {Taylor \& Francis},
doi = {10.1080/01621459.1958.10501452}
}
% Note; the exported citation did not include year.
@Article{FeiIshwaranMissingData,
author = {Tang, Fei and Ishwaran, Hemant},
title = {Random Forest Missing Data Algorithms},
journal = {Statistical Analysis and Data Mining: The ASA Data Science Journal},
volume = {10},
number = {6},
pages = {363-377},
year = {2017},
keywords = {correlation, imputation, machine learning, missingness, splitting (random, univariate, multivariate, unsupervised)},
doi = {10.1002/sam.11348}
}
@Manual{rJava,
title = {\pkg{rJava}: Low-Level \proglang{R} to \proglang{Java} Interface},
author = {Simon Urbanek},
year = {2018},
note = {\proglang{R} package version 0.9-10},
url = {https://CRAN.R-project.org/package=rJava},
}
@Book{ggplot2,
author = {Hadley Wickham},
title = {\pkg{ggplot2}: Elegant Graphics for Data Analysis},
publisher = {Springer-Verlag},
year = {2016},
isbn = {978-3-319-24277-4},
url = {http://ggplot2.org},
}
@Manual{RCitation,
title = {\proglang{R}: A Language and Environment for Statistical Computing},
author = {\proglang{R} Core Team},
organization = {\proglang{R} Foundation for Statistical Computing},
address = {Vienna, Austria},
year = {2018},
url = {https://www.R-project.org/},
}
% %author = {Wolbers, Marcel and Blanche, Paul and T Koller, Michael and C M Witteman, Jacqueline and Gerds, Thomas}, Adjusted field for better adjustments
% excluded eprint = {http://oup.prod.sis.lan/biostatistics/article-pdf/15/3/526/599536/kxt059.pdf}, as the URL doesn't work
% excluded url = {https://doi.org/10.1093/biostatistics/kxt059}, as it's redundant on doi
@article{WolbersConcordanceCompetingRisks,
author = {Wolbers, Marcel and Blanche, Paul and Koller, Michael T. and Witteman, Jacqueline C M and Gerds, Thomas A},
title = {Concordance for Prognostic Models with Competing Risks},
journal = {Biostatistics},
volume = {15},
number = {3},
pages = {526-539},
year = {2014},
month = {02},
doi = {10.1093/biostatistics/kxt059}
}
@article{NelsonAalenEstimator1,
author = {Wayne Nelson},
title = {Theory and Applications of Hazard Plotting for Censored Failure Data},
journal = {Technometrics},
volume = {14},
number = {4},
pages = {945-966},
year = {1972},
publisher = {Taylor & Francis},
doi = {10.1080/00401706.1972.10488991}
}
@article{NelsonAalenEstimator2,
URL = {http://www.jstor.org/stable/2958850},
author = {Odd O. Aalen},
journal = {The Annals of Statistics},
number = {4},
pages = {701--726},
publisher = {Institute of Mathematical Statistics},
title = {Nonparametric Inference for a Family of Counting Processes},
volume = {6},
year = {1978}
}
% Not used
@article{BrierScore,
author = {Glenn W. Brier},
title = {Verification of Forecasts Expressed in Terms of Probability},
journal = {Monthly Weather Review},
volume = {78},
number = {1},
pages = {1-3},
year = {1950},
doi = {10.1175/1520-0493(1950)078<0001:VOFEIT>2.0.CO;2}
}
@article {wihs,
author = {Bacon, Melanie C. and von Wyl, Viktor and Alden, Christine and Sharp, Gerald and Robison, Esther and Hessol, Nancy and Gange, Stephen and Barranday, Yvonne and Holman, Susan and Weber, Kathleen and Young, Mary A.},
title = {The Women{\textquoteright}s Interagency HIV Study: an Observational Cohort Brings Clinical Sciences to the Bench},
volume = {12},
number = {9},
pages = {1013--1019},
year = {2005},
doi = {10.1128/CDLI.12.9.1013-1019.2005},
publisher = {American Society for Microbiology Journals},
journal = {Clinical and Vaccine Immunology}
}
@article{FineAndGrayProportional,
journal = {Journal of the American Statistical Association},
pages = {496--509},
volume = {94},
publisher = {Taylor & Francis Group},
number = {446},
year = {1999},
title = {A Proportional Hazards Model for the Subdistribution of a Competing Risk},
author = {Fine, Jason P. and Gray, Robert J.}
}
% Bibtex has a lot of difficulty with the UTF-8 character that \O produces; however if I let Bibtex try and format the author section it strips out the '\' from O, so I had to manually format this
@book{survival_event_history_book,
title={Survival and Event History Analysis: A Process Point of View},
publisher={Springer-Verlag},
author={{Aalen OO, Borgan \O, Gjessing HK}},
year={2008},
doi={10.1007/978-0-387-68560-1},
isbn={978-0-387-20287-7}
}
@book{methods_for_lifetime_data_book,
title={Statistical Models and Methods for Lifetime Data},
publisher={John Wiley \& Sons},
author={Jerald F. Lawless},
year={2002},
doi={10.1002/9781118033005},
isbn={978-0-471-37215-8}
}