Statistics textbooks

The textbook(s) I am currently using / have used before / considering to use:

  • MATH 141 Introduction to Statistical Reasoning
    • OpenIntro Statistics, Diez, Barr, Cetinkaya-Rundel, CreateSpace, 2015
      • Spring 2016 & Fall 2016
      • OpenIntro.org has a lot of great teaching and learning resources!
  • CMPU / MATH 144 Foundations of Data Science
  • MATH 240 Introduction to Statistics
  • MATH 241 Probability
    • A First Course in Probability, Ross, Prentice Hall, 2012
      • Fall 2015 & Fall 2017 & Fall 2019
    • Introduction to Probability, Blitzstein, Chapman & Hall, 2014
      • Fall 2017 (reference book)
  • MATH 242 Applied Statistical Modeling
  • MATH 341 Statistical Inference
    • Mathematical Statistics and Data Analysis, Rice, Brooks/Cole, 2006
      • Spring 2017
  • MATH 347 Bayesian Statistics
    • Probability and Bayesian Modeling, Albert and Hu, Chapman & Hall, 2019
      • Spring 2022
    • A First Course in Bayesian Statistical Methods, Hoff, Springer, 2010
      • Fall 2016 & Fall 2017 & Spring 2019 & Fall 2019
    • Bayesian Cognitive Modeling: A Practical Course, Lee and Wagenmaker, Cambridge University Press, 2014
      • Fall 2017 (reference book)
    • Bayesian Data Analysis (3rd edition), Gelman et al., Chapman & Hall, 2013
      • Fall 2016 & Fall 2017 (reference book)

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