data-sci/book.bib at master · mpfoley73/data-sci · GitHub

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@Book{Agresti2013,
  title = {Categorical Data Analysis},
  author = {Alan Agresti},
  publisher = {Wiley},
  year = {2013},
  edition = {3rd},
  note = {ISBN 978-0470463635},
  url = {https://www.amazon.com/Categorical-Analysis-Wiley-Probability-Statistics-ebook-dp-B00CAYUFM2/dp/B00CAYUFM2/ref=mt_kindle?_encoding=UTF8&me=&qid=},
}
@Book{Fawcett2005,
  title = {An introduction to ROC analysis},
  author = {Tom Fawcett},
  publisher = {ELSEVIER},
  year = {2005},
  url = {https://ccrma.stanford.edu/workshops/mir2009/references/ROCintro.pdf},
}
@Book{Hastie2017,
  title = {The Elements of Statistical Learning},
  author = {Trevor Hastie and Robert Tibshirani and Jerome Friedman},
  publisher = {Springer},
  address = {New York, NY},
  year = {2017},
  edition = {2nd},
  note = {ISBN 978-0387848570978-0387848570},
  url = {https://web.stanford.edu/~hastie/ElemStatLearn/},
}
@Book{James2013,
  title = {An Introduction to Statistical Learning: with Applications in R},
  author = {Gareth James and Daniela Witten and Trevor Hastie and Robert Tibshirani},
  publisher = {Springer},
  address = {New York, NY},
  year = {2013},
  edition = {1st},
  note = {ISBN 978-1461471370},
  url = {http://faculty.marshall.usc.edu/gareth-james/ISL/book.html},
}
@Book{Kuhn2016,
  title = {Applied Predictive Modeling},
  author = {Max Kuhn and Kjell Johnson},
  publisher = {Springer},
  address = {New York, NY},
  year = {2016},
  edition = {1st},
  note = {ISBN 978-1-4614-6848-6},
  url = {http://appliedpredictivemodeling.com/},
}
@Book{Molner2020,
  title = {Interpretable Machine Learning},
  author = {Christoph Molnar},
  year = {2020},
  url = {https://christophm.github.io/interpretable-ml-book/},
}
@Book{Moore2016,
  title = {Applied Survival Analysis Using R},
  author = {Dirk F. Moore},
  publisher = {Springer},
  address = {New York, NY},
  year = {2016},
  edition = {1st},
  note = {ISBN 978-3319312439},
  url = {https://eohsi.rutgers.edu/eohsi-directory/name/dirk-moore/},
}
@Book{Silge2019,
  title = {Text Mining with R},
  author = {Julia Silge and David Robinson},
  publisher = {O'Reilly Media},
  year = {2019},
  url = {https://www.tidytextmining.com},
}
@Book{Therneau2019,
  title = {An Introduction to Recursive Partitioning Using the RPART Routines},
  author = {Terry Therneau and Elizabeth Atkinson},
  publisher = {Chapman and Hall/CRC},
  address = {Boca Raton, Florida},
  year = {2019},
  url = {https://cran.r-project.org/web/packages/rpart/vignettes/longintro.pdf},
}
@Book{Wickham2015,
  title = {R Packages},
  author = {Hadley Wickham},
  publisher = {O'Reilly Media, Inc. },
  address = {Sebastopol, California},
  year = {2015},
  url = {http://r-pkgs.had.co.nz/},
}
@Book{xie2015,
  title = {Dynamic Documents with {R} and knitr},
  author = {Yihui Xie},
  publisher = {Chapman and Hall/CRC},
  address = {Boca Raton, Florida},
  year = {2015},
  edition = {2nd},
  note = {ISBN 978-1498716963},
  url = {http://yihui.org/knitr/},
}
@Book{xie2019,
  title = {bookdown: Authoring Books and Technical Documents with R Markdown},
  author = {Yihui Xie},
  publisher = {Chapman and Hall/CRC},
  address = {Boca Raton, Florida},
  year = {2019},
  edition = {1st},
  note = {ISBN 978113870010},
  url = {https://bookdown.org/yihui/bookdown/},
}
@Book{Xie2019b,
  title = {R Markdown: The Definitive Guide},
  author = {Yihui Xie and J. J. Allaire and Garrett Grolemund},
  publisher = {Chapman and Hall/CRC},
  address = {Boca Raton, Florida},
  year = {2019},
  edition = {1st},
  note = {ISBN 9781138359338},
  url = {https://bookdown.org/yihui/rmarkdown/},
}