The Missing Statistics Semester
Data Science Edition
2026-12-03
The Missing Statistics Sememster
Here is a list of resources to expand on topics not covered in your education.
Adapted from https://missing.csail.mit.edu/
Introduction to Statistics
Statistical Computing
- Computational Statistics (2009, Springer; Download from CSUCI Library)
- Basic Elements of Computational Statistics (2017, Springer; Download from CSUCI)
- Optimization (2013, Springer; Download from CSUCI)
Regression
- Beyond Linear Regression
- Regression Modelling Strategies (Download from CSUCI Library)
- Linear Models
- Generalized Linear Models With Examples in R (Download from CSUCI Library)
- Linear and Generalized Linear Mixed Models and Their Applications (2nd Edition) (Download from CSUCI Library)
- Vector Generalized Linear and Additive Models; Yee (Download from CSUCI Library)
Other Statistics Resources