Mathematical Statistics & Probability

An Introduction to Regression and Analysis of Variance,

A Radical Approach to Lebesgue's Theory of Integration

By David M. Bressoud (Macalester College, Minnesota)

Introduction to Probability and Statistics

By Mendenhall III, WILLIAM

xGenius: Expected Goals and the Science of Winning Football Matches

By James Tippett

Feature Engineering and Selection: A Practical Approach for Predictive Models

By Max Kuhn, Kjell Johnson

Solving Differential Equations in R

By Karline Soetaert, Jeff Cash, Francesca Mazzia

Bayesian Modeling of Spatio-Temporal Data with R

By Sujit Sahu (University of Southhampton)

Computer Age Statistical Inference, Student Edition: Algorithms, Evidence, and Data Science

By Bradley Efron (Stanford University, California), Trevor Hastie (Stanford University

Python for Probability, Statistics, and Machine Learning

By Jose Unpingco

Numbercrunch: A Mathematician's Toolkit for Making Sense of Your World

By Professor Oliver Johnson

Statistical Analysis of Behavioural Data: An Approach Based on Time-structured Models

By Patsy Haccou (Research Fellow, Institute of Theoretical Biology, Research Fellow, Leiden University, Netherlands), Evert Meelis (Lecturer in Biostatistics, Lecturer in Biostatistics, I...

Tables of the F- and Related Distributions with Algorithms

By K. V. Mardia, P.J. Zemroch

Analysis Contigency Tables

By B Everitt

Analysis of Cross Classified Categorical Data

By Stephen E. Fienberg

Matrix Algebra Useful for Statistics

By Shayle R. Searle

Exploratory Data Analysis

By John Tukey

Probability, Markov Chains, Queues, and Simulation: The Mathematical Basis of Performance Modeling

By William J. Stewart

Applied Linear Regression

By Sanford Weisberg

Statistical Analysis of Extreme Values: with Applications to Insurance, Finance, Hydrology and Other Fields

By Rolf-Dieter Reiss, Michael Thomas

Data Analysis Using Regression and Multilevel/Hierarchical Models

By Andrew Gelman (Columbia University, New York), Jennifer Hill (Columbia University

Statistics: Pearson New International Edition: The Art and Science of Learning from Data

By Alan Agresti, Christine Franklin

Modern Regression Methods

By Thomas P. Ryan

Model Assisted Survey Sampling

By Carl-Erik Sarndal, Bengt Swensson, Jan Wretman

Spatio-Temporal Methods in Environmental Epidemiology

By Gavin Shaddick (University of Bath, UK), James V. Zidek (University of British Columbia, Vancouver, Canada)

Principles of Population Genetics

By Daniel L. Hartl, Andrew G. Clark

The Art of Uncertainty: How to Navigate Chance, Ignorance, Risk and Luck

By David Spiegelhalter

A First Course in Bayesian Statistical Methods

By Peter D. Hoff

Statistics Playbook

By Trey Grainger, Doug Turnbull, Max Irwin

Regression Modeling Strategies: With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis

By Frank E. Harrell, Jr.

Statistics Using Ranks: A Unified Approach

By Ray Meddis