Mathematical Statistics & Probability

Spatio-Temporal Methods in Environmental Epidemiology

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

Model Assisted Survey Sampling

By Carl-Erik Sarndal, Bengt Swensson, Jan Wretman

Modern Regression Methods

By Thomas P. Ryan

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

By Alan Agresti, Christine Franklin

Data Analysis Using Regression and Multilevel/Hierarchical Models

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

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

By Rolf-Dieter Reiss, Michael Thomas

Applied Linear Regression

By Sanford Weisberg

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

By William J. Stewart

Exploratory Data Analysis

By John Tukey

Matrix Algebra Useful for Statistics

By Shayle R. Searle

Analysis of Cross Classified Categorical Data

By Stephen E. Fienberg

Analysis Contigency Tables

By B Everitt

Tables of the F- and Related Distributions with Algorithms

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

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...

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

By Professor Oliver Johnson

Python for Probability, Statistics, and Machine Learning

By Jose Unpingco

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

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

Bayesian Modeling of Spatio-Temporal Data with R

By Sujit Sahu (University of Southhampton)

Solving Differential Equations in R

By Karline Soetaert, Jeff Cash, Francesca Mazzia

Feature Engineering and Selection: A Practical Approach for Predictive Models

By Max Kuhn, Kjell Johnson

xGenius: Expected Goals and the Science of Winning Football Matches

By James Tippett

Introduction to Probability and Statistics

By Mendenhall III, WILLIAM

A Radical Approach to Lebesgue's Theory of Integration

By David M. Bressoud (Macalester College, Minnesota)

An Introduction to Regression and Analysis of Variance,

Discrete Multivariate Analysis: Theory and Practice

By Yvonne M.M. Bishop, etc.

Elements of Multivariate Time Series Analysis

By Gregory C. Reinsel

Introduction to Linear Regression and Correlation

By Allen Louis Edwards

Statistics for Experimenters: An Introduction to Design, Data Analysis and Model Building

By George E. P. Box, etc., William G. Hunter, J. Stuart Hunter

The Design of Experiments: Statistical Principles for Practical Applications

By R. Mead (University of Reading)

Introduction to Multiple Time Series Analysis

By Lütkepohl, Helmut