| Course | Book Title | Author Last Name(s) | Last used | Edition used | Note |
| 20000 | Statistics | Freedman, Pisani, Purves | Winter 2018 |
4th | Required |
| 22000 | OpenIntro Statistics |
Diez, Barr, Cetinkaya-Rundel | Winter 2018 |
3rd | Required |
| 22200 | A First Course in Design and Analysis of Experiments | Oehlert | Spring 2017 | 1st | Required |
| 22400 | Regression Analysis By Example | Chatterjee, Hadi, Price | Autumn 2017 | 5th | Required |
| 22600 | Introduction to Categorical Data Analysis | Agresti | Winter 2018 | 2nd | Required |
| 23400 | OpenIntro Statistics |
Diez, Barr, Cetinkaya-Rundel | Winter 2018 |
3rd | Required |
| 24300=30750 | Linear Algebra and Its Applications | Strang | Autumn 2017 | 4th | Recommended |
| 24300=30750 | Fundamentals of Matrix Computation | Watkins | Autumn 2017 | 3rd | Recommended |
| 24400/24500 | Mathematical Statistics and Data Analysis | Rice | Winter 2018 |
3rd | Required |
| 24410=30030 | Mathematical Statistics and Data Analysis | Rice | Autumn 2017 | 3rd | Required |
| 24510=30040 | Mathematical Statistics and Data Analysis | Rice | Winter 2018 |
3rd | Required |
| 24620=32950 | TBD | ||||
| 25100 | Probability | Pitman | Autumn 2017 | 1st | Required |
| 25150 | Probability | Pitman | Spring 2016 | 1st | Required |
| 25300=31700 | Introduction to Probability Models | Ross | Winter 2018 | 11th | Recommended |
| 26100=33600 | Time Series Analysis and Its Applications with R Examples | Shumay, Stoffer | Autumn 2017 | 3rd | Required |
| 26700=36700 | History of Statistics: The Measurement of Uncertainty Before 1900 | Stigler | Spring 2017 | 1st | Recommended |
| 26700=36700 | The Seven Pillars of Statistical Wisdom | Stigler | Spring 2017 | 1st | Required |
| 27400=37400 | All of Nonparametric Statistics | Wasserman | Winter 2018 | 1st | Recommended |
| 28000 | No required textbook | Spring 2016 | |||
| 28200 | Nonlinear Dynamics and Chaos | Strogatz | Winter 2018 | Any | Recommended |
| 28750=30850 | No required textbook | Winter 2017 | |||
| 30100 | Statistical Inference | Casella, Berger | Winter 2018 | 2nd | Required |
| 30100 | Course in Large Sample Theory | Ferguson | Winter 2018 | 1st | Required |
| 30210 | No required textbook | Spring 2017 | |||
| 30400 | Elements of Distribution Theory | Severini | Autumn 2017 | 1st | Recommended |
| 30600 | No required textbook | Spring 2017 | |||
| 30800 | No required textbook | Autumn 2017 | |||
| 30900 | Matrix Computations | Golub, Van Loan | Autumn 2017 | 4th | Recommended |
| 31015 | Convex Optimization | Boyd, Vandenberghe | Winter 2018 | 1st | Recommended |
| 31020 | Numerical Optimization Available online: http://link.springer.com.proxy.uchicago.edu/book/10.1007/978-0-387-40065-5 |
Nocedal, Wright | Winter 2018 | 2nd | Required |
| 31080 | No required textbook | Winter 2017 | |||
| 31100 | Numerical Models for Differential Problems | LeBris | Spring 2017 | 2nd | Recommended |
| 31200 | No required textbook | Autumn 2017 | |||
| 31210 | Applied Analysis Available online: https://www.math.ucdavis.edu/~bxn/applied_analysis.pdf |
Hunter, Nachtergaele | Winter 2018 | Recommended | |
| 31300 | Stochastic Processes | Ross | Spring 2013 | 2nd | Recommended |
| 31511 | No required textbook | Autumn 2017 | |||
| 31521 | No required textbook | Winter 2018 | |||
| 33100 | Introduction to Variance Estimation (all) | Wolter | Autumn 2017 | 2nd | Required |
| 33100 | Sampling Techniques | Cochran | Autumn 2017 | 3rd | Required |
| 33100 | Model Assisted Survey Sampling | Sarndal, Swensson, Wretman | Autumn 2017 | 1st | Recommended |
| 33560 | No required textbook | Spring 2014 | |||
| 33610 | No required textbook | Autumn 2009 | |||
| 33970 | No required textbook | Winter 2016 | |||
| 34000 | No required textbook | Spring 2015 | |||
| 34300 | Linear Models with R | Faraway | Autumn 2017 | 1st | Recommended |
| 34500 | Statistical Principles for the Design of Experiments | Mead, Gilmour, Mead | Winter 2017 | 1st | Recommended |
| 34500 | Theory of Design of Experiments | Cox, Reid | Winter 2017 | 1st | Recommended |
| 34500 | Planning of Experiments | Cox | Winter 2017 | 1st | Recommended |
| 34500 | Design of Comparative Experiments | Bailey | Winter 2017 | 1st | Recommended |
| 34700 | Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models | Faraway | Winter 2018 | 2nd | Recommended |
| 34900 | No required textbook | Autumn 2017 | |||
| 35400 | No required textbook | Spring 2016 | |||
| 35450 | Introduction to Probability Models | Ross | Winter 2018 | 11th | Recommended |
| 35500 | No required textbook | Spring 2017 | |||
| 36350 | Optimal Estimation of Dynamic Systems | Crassidis, Junkins |
Spring 2016 | 2nd | Recommended |
| 36600 | No required textbook | Spring 2017 | |||
| 37601 | No required textbook | Spring 2017 | |||
| 37710 | No required textbook | Spring 2017 | |||
| 37750 | No required textbook | Spring 2014 | |||
| 37790 | No required textbook | Spring 2017 | |||
| 37810 | The Elements of Statistical Learning: Data Mining, Inference, and Prediction | Hastie | Autumn 2017 | 2nd | Reference only |
| 37820 | The Elements of Statistical Learning: Data Mining, Inference, and Prediction | Hastie | Autumn 2017 | 2nd | Reference only |
| 38100 | Probability and Measure | Billingsley | Winter 2016 | 4th | Recommended |
| 38100 | An Introduction to Measure Theory | Tao | Winter 2018 | 1st | Recommended |
| 38300 | Probability and Measure | Billingsley | Spring 2016 | 4th | Recommended |
| 38500 | No required textbook | Autumn 2014 | |||
| 38510 | No required textbook | Autumn 2017 | |||
| 38600 | No required textbook | Winter 2013 | |||
| 38620 | No required textbook | Winter 2014 | |||
| 38650 | No required textbook | Winter 2012 | |||
| 38660 | No required textbook | Autumn 2015 | |||
| 39000 | No required textbook | Winter 2018 | |||
| 41500 | No required textbook | Winter 2018 | |||
| 41600 | No required textbook | Winter 2017 | |||
| 42510 | No required textbook | Autumn 2016 | |||
| 42520 | No required textbook | Winter 2017 | |||
| 42600 | No required textbook | Spring 2015 | |||
| 45800 | No required textbook | Winter 2015 |