Mathematical Statistics & Probability

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.

Historical Dynamics: Why States Rise and Fall

By Peter Turchin

Introduction to Statistics in Psychology

By Howitt, Dr Dennis, Cramer, Prof Duncan

Statistics: The How and the Why - An Introductory Course

By Lockwood, E.H.

Statistics: The Arithmetic of Decision Making

By J.M. Leonard

Practical Uncertainty: Useful Ideas in Decision-Making, Risk, Randomness, & AI

By Hossein Pishro-Nik

The Design of Experiments: Statistical Principles for Practical Applications

By R. Mead (University of Reading)

Introduction to the Practice of Statistics

By David S. Moore, George P. McCabe, Bruce Craig

And Random Processes Introduction to Probability, Statistics

By Hossein Pishro-Nik

Active Statistics: Stories, Games, Problems, and Hands-on Demonstrations for Applied Regression and Causal Inference

By Andrew Gelman (Columbia University, New York), Aki Vehtari (Aalto University, Finland)

Statistical Learning with Math and Python: 100 Exercises for Building Logic

By Joe Suzuki

An Introduction to Statistical Modelling

By W. J. Krzanowski

Business Statistics FD (For Dummies)

By Anderson, Alan

Teach Yourself Statistics New Edition (TY Maths)

By Graham, Alan

Unit 1 (Probability and Random Variables)

By Open University Course Team

Software for Data Analysis: Programming with R

By John Chambers

Elementary Statistics Using Excel

By Mario F. Triola

Introduction to Probability and Statistics

By R.C. Weimer

Statistics Using Ranks: A Unified Approach

By Ray Meddis

Design and Optimization in Organic Synthesis: Volume 8

By R. Carlson (Department of Organic Chemistry, Umea University, Umea, Sweden)