Recently Published
AST 531 (LAB AST501: Bayesian Statistics)
Book Hoff PD (2009). A First Course in Bayesian Statistical Methods. Springer.
AST 531 (LAB AST511: Environmental and Spatial Statistics)
Cressie N (1993). Statistics for Spatial Data, Revised edition. Wiley.
AST 518 Introduction to Causal Inference
Hernan MA and Robins JM (2019). Causal inference. Boca Raton: Chapman & Hall/CRC.
Imbens GW and Rubin DB (2015). Causal inference for statistics, social, and biomedical sciences: An introduction. Cambridge University Press.
AST 522 Statistical Machine Learning
James G, Witten D, Hastie T and Tibshirani R (2013). An Introduction to Statistical Learning: with Applications in R, 1st edition. Springer.
AST 332
ALL code for AST 332