Probability & Statistics

Causation, prediction, and search.

Peter Spirtes

Time Series Analysis: Forecasting and Control (Wiley Series in Probability and Statistics)

George E. P. Box, Gregory C. Reinsel, Gwilym M. Jenkins

Schaum's outline of theory and problems of statistics.

Murray R. Spiegel, Larry Stephens, M. Spiegel, SPIEGEL, Schaum

Counterfactuals and Causal Inference: Methods and Principles for Social Research (Analytical Methods for Social Research)

Stephen L. Morgan, Christopher Winship

Introductory statistics for the behavioral sciences

Robert B. Ewen, Barry H. Cohen, Joan Welkowitz

Statistical Power Analysis: A Simple and General Model for Traditional and Modern Hypothesis Tests

Brett Myors, Kevin R. Murphy, Kevin R. Murphy

Higher-Order Growth Curves and Mixture Modeling with Mplus: A Practical Guide

Frederick O. Lorenz, Catherine O'Neal, Kandauda A. S. Wickrama, Tae Lee

Probability and statistics

Murray R. Spiegel, John J. Schiller, R. Alu Srinivasan.

Statistical Rethinking: A Bayesian Course with R Examples

Richard McElreath

Gaussian processes for machine learning

Carl Edward Rasmussen, Christopher K.I. Williams.