@article{Breiman:2001,
  author  = {Leo Breiman},
  title   = {Random Forests},
  journal = {Machine Learning},
  year    = {2001},
  volume  = {45},
  number  = {1},
  pages   = {5--32},
  doi     = {10.1023/A:1010933404324}
}

@article{Ishwaran:2007a,
  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},
  year    = {2008},
  volume  = {2},
  number  = {3},
  pages   = {841--860},
  doi     = {10.1214/08-AOAS169}
}

@article{Ishwaran:2008,
  author  = {Hemant Ishwaran and Udaya B. Kogalur},
  title   = {Random Survival Forests for {R}},
  journal = {R News},
  year    = {2007},
  volume  = {7},
  number  = {2},
  pages   = {25--31}
}

@manual{Ishwaran:RFSRC:2014,
  author = {Hemant Ishwaran and Udaya B. Kogalur},
  title  = {{randomForestSRC}: Fast Unified Random Forests for Survival, Regression, and Classification ({RF-SRC})},
  year   = {2024},
  note   = {R package},
  url    = {https://cran.r-project.org/package=randomForestSRC}
}

@article{Ishwaran:2010,
  author  = {Hemant Ishwaran and Udaya B. Kogalur and Eiran Z. Gorodeski and Andy J. Minn and Michael S. Lauer},
  title   = {High-Dimensional Variable Selection for Survival Data},
  journal = {Journal of the American Statistical Association},
  year    = {2010},
  volume  = {105},
  number  = {489},
  pages   = {205--217},
  doi     = {10.1198/jasa.2009.tm08622}
}

@article{Ishwaran:2010a,
  author  = {Hemant Ishwaran and Udaya B. Kogalur},
  title   = {Consistency of Random Survival Forests},
  journal = {Statistics \& Probability Letters},
  year    = {2010},
  volume  = {80},
  number  = {13--14},
  pages   = {1056--1064},
  doi     = {10.1016/j.spl.2010.02.020}
}

@article{Ishwaran:2011,
  author  = {Hemant Ishwaran and Udaya B. Kogalur and Eiran Z. Gorodeski and Andy J. Minn and Michael S. Lauer},
  title   = {Variable Importance in Binary Regression Trees and Forests},
  journal = {Electronic Journal of Statistics},
  year    = {2007},
  volume  = {1},
  pages   = {519--537},
  doi     = {10.1214/07-EJS039}
}

@book{fleming:1991,
  author    = {Thomas R. Fleming and David P. Harrington},
  title     = {Counting Processes and Survival Analysis},
  publisher = {John Wiley \& Sons},
  year      = {1991},
  series    = {Wiley Series in Probability and Statistics}
}

@article{Friedman:2000,
  author  = {Jerome H. Friedman},
  title   = {Greedy Function Approximation: A Gradient Boosting Machine},
  journal = {The Annals of Statistics},
  year    = {2001},
  volume  = {29},
  number  = {5},
  pages   = {1189--1232},
  doi     = {10.1214/aos/1013203451}
}

@article{Breiman:twoCultures:2001,
  author  = {Leo Breiman},
  title   = {Statistical Modeling: The Two Cultures},
  journal = {Statistical Science},
  year    = {2001},
  volume  = {16},
  number  = {3},
  pages   = {199--231},
  doi     = {10.1214/ss/1009213726}
}

@book{cart:1984,
  author    = {Leo Breiman and Jerome H. Friedman and Richard A. Olshen and Charles J. Stone},
  title     = {Classification and Regression Trees},
  publisher = {Wadsworth},
  year      = {1984}
}

@incollection{Breiman:1996,
  author    = {Leo Breiman},
  title     = {Bagging Predictors},
  journal   = {Machine Learning},
  year      = {1996},
  volume    = {24},
  number    = {2},
  pages     = {123--140},
  doi       = {10.1007/BF00058655}
}

@book{bootstrap:1994,
  author    = {Bradley Efron and Robert J. Tibshirani},
  title     = {An Introduction to the Bootstrap},
  publisher = {Chapman \& Hall/CRC},
  year      = {1994}
}

@book{StatisticalLearning:2009,
  author    = {Trevor Hastie and Robert Tibshirani and Jerome Friedman},
  title     = {The Elements of Statistical Learning},
  edition   = {2nd},
  publisher = {Springer},
  year      = {2009},
  doi       = {10.1007/978-0-387-84858-7}
}

@article{BreimanOOB:1996e,
  author  = {Leo Breiman},
  title   = {Out-of-bag estimation},
  year    = {1996},
  note    = {Technical report, Statistics Department, University of California, Berkeley}
}

@book{Wickham:2009,
  author    = {Hadley Wickham},
  title     = {{ggplot2}: Elegant Graphics for Data Analysis},
  publisher = {Springer},
  year      = {2016},
  edition   = {2nd},
  doi       = {10.1007/978-3-319-24277-4}
}

@manual{rcore,
  title        = {{R}: A Language and Environment for Statistical Computing},
  author       = {{R Core Team}},
  organization = {R Foundation for Statistical Computing},
  address      = {Vienna, Austria},
  year         = {2024},
  url          = {https://www.R-project.org/}
}

@book{Tukey:1977,
  author    = {John W. Tukey},
  title     = {Exploratory Data Analysis},
  publisher = {Addison-Wesley},
  year      = {1977}
}

@article{Liaw:2002,
  author  = {Andy Liaw and Matthew Wiener},
  title   = {Classification and Regression by {randomForest}},
  journal = {R News},
  year    = {2002},
  volume  = {2},
  number  = {3},
  pages   = {18--22}
}

@article{cleveland:1981,
  author  = {William S. Cleveland},
  title   = {{LOWESS}: A Program for Smoothing Scatterplots by Robust Locally Weighted Regression},
  journal = {The American Statistician},
  year    = {1981},
  volume  = {35},
  number  = {1},
  pages   = {54},
  doi     = {10.2307/2683591}
}

@article{cleveland:1988,
  author  = {William S. Cleveland and Susan J. Devlin},
  title   = {Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting},
  journal = {Journal of the American Statistical Association},
  year    = {1988},
  volume  = {83},
  number  = {403},
  pages   = {596--610},
  doi     = {10.1080/01621459.1988.10478639}
}

@book{chambers:1992,
  author    = {John M. Chambers and Trevor J. Hastie},
  title     = {Statistical Models in {S}},
  publisher = {Wadsworth \& Brooks/Cole},
  year      = {1992}
}

@book{cleveland:1993,
  author    = {William S. Cleveland},
  title     = {Visualizing Data},
  publisher = {Hobart Press},
  year      = {1993}
}

@article{Harrison:1978,
  author  = {David Harrison and Daniel L. Rubinfeld},
  title   = {Hedonic Housing Prices and the Demand for a Clean Environment},
  journal = {Journal of Environmental Economics and Management},
  year    = {1978},
  volume  = {5},
  number  = {1},
  pages   = {81--102},
  doi     = {10.1016/0095-0696(78)90006-2}
}

@book{Belsley:1980,
  author    = {David A. Belsley and Edwin Kuh and Roy E. Welsch},
  title     = {Regression Diagnostics: Identifying Influential Data and Sources of Collinearity},
  publisher = {John Wiley \& Sons},
  year      = {1980},
  doi       = {10.1002/0471725153}
}

@book{mass:2002,
  author    = {William N. Venables and Brian D. Ripley},
  title     = {Modern Applied Statistics with {S}},
  edition   = {4th},
  publisher = {Springer},
  year      = {2002},
  doi       = {10.1007/978-0-387-21706-2}
}

@article{Rubin:1976,
  author  = {Donald B. Rubin},
  title   = {Inference and Missing Data},
  journal = {Biometrika},
  year    = {1976},
  volume  = {63},
  number  = {3},
  pages   = {581--592},
  doi     = {10.1093/biomet/63.3.581}
}

@article{graf:1999,
  author  = {Graf, Erika and Schmoor, Claudia and Sauerbrei, Willi and Schumacher, Martin},
  title   = {Assessment and comparison of prognostic classification schemes for survival data},
  journal = {Statistics in Medicine},
  year    = {1999},
  volume  = {18},
  number  = {17--18},
  pages   = {2529--2545},
  doi     = {10.1002/(SICI)1097-0258(19990915/30)18:17/18<2529::AID-SIM274>3.0.CO;2-5}
}
