references.bib

@book{problifesaver,
author = {Miller, Steven J.},
address = {Princeton},
isbn = {9780691149547},
language = {eng},
lccn = {2016040785},
publisher = {Princeton University Press},
series = {A Princeton lifesaver study guide},
title = {The Probability Lifesaver: All the Tools You Need to Understand Chance},
year = {2017},
doi = {10.1515/9781400885381},
url={https://press.princeton.edu/books/hardcover/9780691149547/the-probability-lifesaver}
}

@book{gut2013,
  author    = {Gut, Allan},
  title     = {Probability: A Graduate Course},
  edition   = {2},
  year      = {2013},
  publisher = {Springer},
  address   = {New York},
  series    = {Springer Texts in Statistics},
  doi       = {10.1007/978-1-4614-4708-5},
  isbn      = {978-1-4614-4707-8}
}

@misc{wp:lotus,
  author = "{Wikipedia contributors}",
  title = "Law of the unconscious statistician --- {Wikipedia}{,} The Free Encyclopedia",
  year = "2026",
  url = "https://en.wikipedia.org/wiki/Law_of_the_unconscious_statistician",
  note = "[Online; accessed 6-July-2026]"
}

@misc{statproofbook:mean-nnrvar,
  author = {Soch, Joram},
  title = {Proof: Expected value of a non-negative random variable},
  publisher = {The Book of Statistical Proofs},
  year = {2020},
  doi = {10.5281/zenodo.4305949},
  url = {https://statproofbook.github.io/P/mean-nnrvar.html}
}

@book{billingsley1995probability,
  author    = {Billingsley, Patrick},
  title     = {Probability and Measure},
  edition   = {3},
  year      = {1995},
  publisher = {Wiley},
  series    = {Wiley Series in Probability and Mathematical Statistics},
  address   = {New York},
  isbn      = {978-0-471-00710-4}
}

@book{dobson4e,
  title={An introduction to generalized linear models},
  author={Dobson, Annette J and Barnett, Adrian G},
  year={2018},
  edition={4},
  publisher={CRC press},
  doi={10.1201/9781315182780},
  url={https://doi.org/10.1201/9781315182780}
}

@book{CaseBerg01,
  author = {Casella, George and Berger, Roger},
  isbn = {0534243126},
  edition={2},
  keywords = {methodology probability statistics},
  publisher = {Cengage Learning},
  title = {Statistical Inference},
  year = 2002,
  url={https://www.cengage.com/c/statistical-inference-2e-casella-berger/9780534243128/}
}

@book{rudin1976principles,
  author = {Rudin, Walter},
  title = {Principles of Mathematical Analysis},
  edition = {3rd},
  year = {1976},
  publisher = {McGraw-Hill},
  address = {New York},
  series = {International Series in Pure and Applied Mathematics},
  isbn = {978-0070542358}
}

@book{me4,
author = {Rothman, Kenneth J. and Lash, Timothy L. and VanderWeele, Tyler J. and Haneuse, Sebastien},
address = {Philadelphia},
booktitle = {Modern epidemiology},
edition = {Fourth edition},
isbn = {9781975166281},
language = {eng},
publisher = {Wolters Kluwer},
title = {Modern epidemiology },
year = {2021},
}

@book{Adler2009random,
  title={Random Fields and Geometry},
  author={Adler, Robert J. and Taylor, Jonathan E.},
  year={2009},
  publisher={Springer},
  address={New York},
  doi={10.1007/978-0-387-48116-6},
  url={https://doi.org/10.1007/978-0-387-48116-6}
}

@book{Stirzaker2005probability,
  title={Stochastic Processes and Models},
  author={Stirzaker, David},
  year={2005},
  publisher={Oxford University Press},
  address={Oxford},
  isbn={9780198568131},
  url={https://global.oup.com/academic/product/stochastic-processes-and-models-9780198568131}
}

@book{Kallenberg2002foundations,
  title={Foundations of Modern Probability},
  author={Kallenberg, Olav},
  year={2002},
  edition={2},
  publisher={Springer},
  address={New York},
  doi={10.1007/978-1-4757-4015-8},
  url={https://doi.org/10.1007/978-1-4757-4015-8}
}

@book{vittinghoff2e,
  title={Regression methods in biostatistics: linear, logistic, survival, and repeated measures models},
  author={Vittinghoff, Eric and Glidden, David V and Shiboski, Stephen C and McCulloch, Charles E},
  year={2012},
  edition={2},
  publisher={Springer},
  doi={10.1007/978-1-4614-1353-0}
}

@book{klein2003survival,
  title={Survival analysis: techniques for censored and truncated data},
  author={Klein, John P and Moeschberger, Melvin L},
  year={2003},
  edition={2},
  publisher={Springer},
  url={https://link.springer.com/book/10.1007/b97377}
}

@book{kleinbaum2012survival,
  title={Survival Analysis: A Self-Learning Text},
  author={Kleinbaum, David G and Klein, Mitchel},
  year={2012},
  edition={3},
  publisher={Springer},
  url={https://link.springer.com/book/10.1007/978-1-4419-6646-9}
}

@book{kalbfleisch2011statistical,
  title={The statistical analysis of failure time data},
  author={Kalbfleisch, John D and Prentice, Ross L},
  year={2011},
  publisher={John Wiley \& Sons}
}

@misc{hutchinson_wwu_ml_videos,
  author       = {Hutchinson, Brian},
  title        = {{DATA} 471/571 (Machine Learning) and {CSCI} 481/581 (Deep Learning) Video Lectures},
  publisher    = {Western Washington University},
  urldate      = {2026-09-28},
  url          = {https://facultyweb.cs.wwu.edu/~hutchib2/video_lectures/data371/},
  note         = {Login required; see Canvas}
}

@misc{hutchinson2024data471,
  author    = {Hutchinson, Brian},
  title     = {{DATA} 471/571: Machine Learning},
  year      = {2024},
  publisher = {Western Washington University},
  note      = {Course lecture slides and probability refresher handout}
}


@book{hastie2009elements,
  title={The Elements of Statistical Learning: Data Mining, Inference, and Prediction},
  author={Hastie, Trevor and Tibshirani, Robert and Friedman, Jerome},
  edition={2},
  year={2009},
  publisher={Springer},
  doi={10.1007/978-0-387-84858-7}
}