reading.md

Statistical Inference, Casella and Berger

Statistical Models: Theory and Practice, Freedman

Introductory Statistics with R, Dalgaard

Advanced R, Wickham

Nonparametric Regression and Generalized Linear Models: A roughness penalty approach, Green and Silverman

An Introduction to the Bootstrap, Efron and Tibshirani

All of Statistics, Wasserman

An Introduction to Statistical Learning: with Applications in R, James et al.

Learn Python

A First Course in Bayesian Statistical Methods, Hoff

Bayesian Data Analysis, Gelman et al.

Machine Learning: A Probabilistic Perspective, Murphy