Probability & Statistics Books

Advanced Data Analysis from an Elementary Point of View
by Cosma Rohilla Shalizi, 2013, 586 pp, 25MB, PDF

Advanced High School Statistics
by David M Diez, et al., 2017, 458 pp, 9.9MB, PDF

Advanced Topics in Probability
by S.R.S. Varadhan, 2011, PDF

Almost None of the Theory of Stochastic Processes
by Cosma Rohilla Shalizi, Aryeh Kontorovich, 2010, 347 pages, 3.8MB, PDF

Applied Multivariate Statistical Analysis
by Wolfgang K. Hardle, Leopold Simar, 2007

Applied Nonparametric Regression
by Wolfgang Haerdle, 1992, 352 pages

Applied Probability
by Paul E Pfeiffer, 2008, 634 pp, 6.2MB, PDF

Applied Statistics
by Mohammed A. Shayib, 2013, 300 pp, 7.3MB, PDF

Applied Stochastic Processes in Science and Engineering
by Matt Scott, 2013, 316 pp, 5.4MB, PDF

The Art of R Programming
by Norman Matloff, 2009, 193 pp, 650KB, PDF

Basic Probability Theory
by Robert B. Ash, 2008, 78MB, PDF

Bayesian Field Theory
by J. C. Lemm, 2000, 200 pp, 1.7MB, PDF

Bayesian Methods for Statistical Analysis
by Borek Puza, 2015, 697 pp, 6.1MB, PDF

Bayesian Spectrum Analysis and Parameter Estimation
by G. Larry Bretthorst, 1988, 220 pages, 1.3MB, PDF

Beginning Statistics
by Douglas S. Shafer, Zhiyi Zhang, 2014, 716 pp, 33MB, PDF

Causal Inference
by Miguel A. Hernan, James M. Robins, 2015, 352 pp, multiple PDF files

Chance and Luck
by Richard A. Proctor, 1887, 164 pages, 630KB, PDF

CK-12 Basic Probability and Statistics: A Short Course
by Brenda Meery, 2010

Collaborative Statistics
by Barbara Illowsky, Susan Dean, 2008, 611 pages, 4.2MB, PDF

Concepts and Applications of Inferential Statistics
by Richard Lowry, 2008

Continuous Distributions
by Leif Mejlbro, 2009, 167 pp, 3.5MB, PDF

Convergence of Stochastic Processes
by D. Pollard, 1984, 223 pages, 8.6MB, PDF

Correlation and Causality
by David A. Kenny, 1979, 353 pages, 2.1MB, PDF

A defense of Columbo: A multilevel introduction to probabilistic reasoning
by G. D'Agostini, 2010, 60 pages, 770KB, PDF

Differential Geometrical Theory of Statistics
by Frederic Barbaresco, Frank Nielsen (eds), 2017, 474 pp, 13MB, PDF

Discrete Distributions
by Leif Mejlbro, 2009, 72 pages, 3.1MB, PDF

Dynamic Programming and Bayesian Inference: Concepts and Applications
by Mohammad Saber Fallah Nezhad (ed.), 2014, 164 pp, multiple PDF files

Electronic Statistics Textbook
StatSoft Inc, 2007

Elementary Practical Statistics
by A. L. O'Toole, 1960, 416 pages, 20MB, PDF

Elementary Statistics for Teachers
by Herschel Thurman Manuel, 1962, 213 pages, 19MB, PDF

Engineering Statistics and Quality Control
by Irving W. Burr, 1953

Engineering Statistics Handbook

Essentials of Statistics
by David Brink, 2008, 102 pages, 3.7MB, PDF

Essentials of Statistics: Exercises
by David Brink, 2008, 58 pages, 3.4MB, PDF

Everything you wanted to know about Data Analysis and Fitting
by Peter Young, 2012, 55 pp, 450KB, PDF

Experimental Design and Analysis
by Howard J. Seltman, 2012, 428 pp, 4.2MB, PDF

Exposition of the Theory of Chances and Probabilities
by A. A. Cournot, 2013, 216 pp, 900KB, PDF

Extracting Information from Random Data
by Pawel J. Szablowski, 2016, 167 pp, 1.7MB, PDF

A Feel for Statistics
by Ivan Lowe, 2016, 121 pp, 870KB, PDF

A First Course In Mathematical Statistics
by C.E. Weatherburn, 1961, 302 pp, multiple formats

First Course in Statistics
by D Caradog Jones, 1921, 288 pages, 15MB, PDF

A First Course on Time Series Analysis with SAS
by Michael Falk at al. 2011, 364 pages, 2.5MB, PDF

Foundations in Statistical Reasoning
by Pete Kaslik, 2018, 310 pp, 4.6MB, PDF

Foundations of Descriptive and Inferential Statistics
by Henk van Elst, 2013, 144 pp, 910KB, PDF

Fundamentals of Probability
by David Gamarnik, John Tsitsiklis, 2008, PDF

A Handbook of Statistics
by Darius Singpurwalla, 2013, 79 pp, 4.1MB, PDF

A History Of The Mathematical Theory Of Probability
by I. Todhunter, 2007, 640 pages, 47MB, PDF

Interacting Particle Systems
by Stefan Grosskinsky, 2009, 56 pp, 810KB, PDF

Introduction to Probability
by Davar Khoshnevisan, Firas Rassoul-Agha, 2012, 269 pp, 3.3MB, PDF

Introduction to Probability
by Leif Mejlbro, 2009, 61 pp, 2.2MB, PDF

An Introduction to Probability and Random Processes
by Gian-Carlo Rota, Kenneth Baclawski, 1979, 467 pages, 3MB, PDF

Introduction to Probability and Statistics Using R
by G. Jay Kerns, 2010, 412 pp, 1.3MB, PDF

Introduction to Probability: Second Revised Edition
by Charles M. Grinstead & J. Laurie Snell, 1997, 520 pages, 3MB, PDF

Introduction to Probability, Statistics, and Random Processes
by Hossein Pishro-Nik, 2014, 744 pp, online html

Introduction to Probability Theory and Statistics for Linguistics
by Marcus Kracht, 2005, 137 pages, 440KB, PDF

An Introduction to R
by W. N. Venables, D. M. Smith, 2008, 100 pages, 630KB, PDF

Introduction to Randomness and Statistics
by Alexander K. Hartmann, 2009, 95 pages, 2.4MB, PDF

Introduction to Statistical Thinking
by Benjamin Yakir, 2011, 324 pp, 4.1MB, PDF

Introduction to Statistical Thought
by Michael Lavine, 2008, 434 pages, 41MB, PDF

An Introduction to Stochastic Differential Equations
by Lawrence C. Evans, 2006, 139 pages, 1.3MB, PDF

An Introduction to Stochastic PDEs
by Martin Hairer, 2009, 78 pages, PDF/PS

Introduction to Stochastic Processes
by Gordan Zitkovic, 2010, 107 pp, 2MB, PDF

Introduction to the Theory of Statistics
by A. M. Mood, F. A. Graybill, D. C. Boes, 1974, 577 pages, 27MB, PDF

Introductory Statistics
by T. H. Wonnacott, R. J. Wonnacott, 1969, 416 pages, 15MB, DJVU

Introductory Statistics: Concepts, Models, and Applications
by David W. Stockburger, 1996

Introductory Statistics Notes
by Jamie DeCoster, 1998, 48 pp, 210KB, PDF

An Invitation to Sample Paths of Brownian Motion
by Yuval Peres, 2001, 68 pages, 540KB, PDF

Learning Statistics with R
by Daniel Navarro, 2013, 542 pp, 5.3MB, PDF

Lecture Notes on Free Probability
by Vladislav Kargin, 2013, 100 pp, 650KB, PDF

Lectures on Elementary Probability
by William G. Faris, 2002, 62 pp, 290KB, PDF

Lectures on Integrable Probability
by Alexei Borodin, Vadim Gorin, 2012, 63 pp, 1.2MB, PDF

Lectures on Measure Theory and Probability
by H.R. Pitt, 1958, 126 pp, 540KB, PDF

Lectures on Noise Sensitivity and Percolation
by Christophe Garban, Jeffrey E. Steif, 2011, 150 pages, 1.4MB, PDF

Lectures on Probability, Statistics and Econometrics
by Marco Taboga, 2010

Lectures on Random Polymers
by F. Caravenna, F. den Hollander, N. Petrelis, 2011, 74 pages, 1.7MB, PDF

Lectures on Singular Stochastic PDEs
by M. Gubinelli, N. Perkowski, 2015, 67 pp, 940KB, PDF

Lectures on Statistics
by Robert B. Ash, 2007, PDF

Lectures on Stochastic Analysis
by Thomas G. Kurtz, 2007, 119 pages, 700KB, PDF

Lectures on Stochastic Differential Equations and Malliavin Calculus
by S. Watanabe, 1984, 113 pp, 470KB, PDF

Lectures on Stochastic Flows and Applications
by H. Kunita, 1986, 130 pp, 620KB, PDF

Lectures on Stochastic Processes
by K. Ito, 1960, 207 pp, 900KB, PDF

Lectures on Topics in Stochastic Differential Equations
by Daniel W. Stroock, 1982, 93 pp, 400KB, PDF

Lies, Damned Lies, or Statistics: How to Tell the Truth with Statistics
by Jonathan A. Poritz, 2017, 143 pp, 1.8MB, PDF

Linear Regression Using R: An Introduction to Data Modeling
by David R. Lilja, 2016, 91 pp, 1.7MB, PDF

The Logic Of Chance
by John Venn, 1888, 550 pp, multiple formats

Markov Chains and Mixing Times
by D. A. Levin, Y. Peres, E. L. Wilmer, 2008, 387 pages, 4.5MB, PDF

Markov Chains and Stochastic Stability
by S.P. Meyn, R.L. Tweedie, 2005, 567 pages, 7.1MB, PDF

Mathematical Foundations of Probability Theory
by Gane Samb Lo, 2018, 378 pp, 1.8MB, PDF

Mathematical Statistics
by Henry Lewis Rietz, 1927, 208 pp, multiple formats

A Minimum of Stochastics for Scientists
by Noel Corngold, 2009, 77 pp, 730KB, PDF

Multivariate Statistics: Concepts, Models, and Applications
by David W. Stockburger, 2001

Non-Uniform Random Variate Generation
by Luc Devroye, 1986, 843 pages, 37MB, ZIP/PDF

Online Statistics Education
by David Lane, 2017, 692 pp, multiple formats

OpenIntro Statistics
by D.M. Diez, C.D. Barr, M. Cetinkaya-Rundel, 2012, 426 pp, 9.7MB, PDF

Optimal Stopping and Applications
by Thomas S. Ferguson, 2008, PDF

Optimization and Control
by Richard Weber, 2010, PDF

A Philosophical Essay on Probabilities
by Marquis de Laplace, 1902, 208 pages, 14MB, PDF

Practical Regression and Anova using R
by Julian J. Faraway, 2002, 213 pp, 1MB, PDF

Principles of Uncertainty
by Joseph B. Kadane, 2011, 499 pp, 2.8MB, PDF

by Douglas Kennedy, 2010, 78 pp, multiple PDF files

Probability and Mathematical Statistics
by Prasanna Sahoo, 2013, 712 pp, 5.1MB, PDF

Probability and Statistics
UCLA Statistics Online Computational Resource, 2012

Probability and Statistics Cookbook
by Matthias Vallentin, 2012, 28 pp, 1.2MB, PDF

Probability and Statistics in Engineering
by Daniele Veneziano, 2005, PDF

Probability Course
by Gian-Carlo Rota, 1998, 544 pp, 9.3MB, PDF

A Probability Course for the Actuaries
by Marcel B. Finan, 2011, 517 pages, 2.3MB, PDF

Probability, Geometry and Integrable Systems
by Mark Pinsky, Bjorn Birnir, 2007, 428 pages, PDF

Probability on Trees and Networks
by Russell Lyons, Yuval Peres, 2016, 716 pp, 20MB, PDF

Probability, Random Processes, and Ergodic Properties
by Robert M. Gray, 2008, 217 pages, 1.3MB, PDF

Probability, Statistics and Stochastic Processes
by Cosma Rohilla Shalizi, 2001, 71 pp

Probability Theory
by Curtis T. McMullen, 2011, 98 pp, 630KB, PDF

Probability: Theory and Examples
by Rick Durrett, 2010, 372 pages, 1.8MB, PDF

Probability Theory and Stochastic Processes with Applications
by Oliver Knill, 2009, 382 pp, 27MB, PDF

Probability and Statistics: A Course for Physicists and Engineers
by Arak M. Mathai, Hans J. Haubold, 2017, 582 pp, multiple formats

Probability and Theory of Errors
by Robert Simpson Woodward, 1906, 64 pp, multiple formats

Probability Theory: The Logic of Science
by E. T. Jaynes, 2002, 758 pages, PS

Quick Notes - Statistics
by Walter Antoniotti, 2001, 271 pp, 9.5MB, PDF

Radically Elementary Probability Theory
by Edward Nelson, 1987, 111 pages, 2.8MB, PDF

Random Graphs and Complex Networks
by Remco van der Hofstad, 2010, 363 pages, 3.8MB, PDF

Random Matrices
by B. Eynard, 2001, 119 pages, 1.2MB, PDF

Random Matrix Theory, Interacting Particle Systems and Integrable Systems
by Percy Deift, Peter Forrester (eds), 2014, 528 pp, multiple PDF files

Recent Progress on the Random Conductance Model
by Marek Biskup, 2012, 80 pp, 1.3MB, PDF

Residuals and Influence in Regression
by R. Dennis Cook, Sanford Weisberg, 1982, 240 pages, 17MB, PDF

Revealing Statistical Principles
by J.K. Lindsey, 1999, 225 pp, 600KB, PDF

Reversibility and Stochastic Networks
by F.P. Kelly, 1979, 233 pages, 1MB, DJVU

Reversible Markov Chains and Random Walks on Graphs
by David Aldous, 2002, PDF

A review of probability theory
by Terence Tao, 2010

Seeing Theory: A visual introduction to probability and statistics
by T. Devlin, J. Guo, D. Kunin, D. Xiang, 2018, 66 pp, 320KB, PDF

SPSS: Stats Practically Short and Simple
by Sidney Tyrrell, 2009, 83 pages, 4.5MB, PDF

Statistical Inference for Everyone
by Brian S Blais, 2014, 200 pp, 4MB, PDF

Statistical Theory
by Stephanie Budgett, Rachel Fewster, 2009, 199 pages, 1.5MB, PDF

Statistical Treatment of Experimental Data
by Hugh D. Young, 1962, PDF

Wikibooks, 2013, 236 pp, 4MB, PDF

Statistics 1
by Keijo Ruohonen, 2011, 97 pp, 1.5MB, PDF

Statistics Beyond the Absolute Basics
by Ivan Lowe, 2018, 182 pp, 6MB, PDF

Statistics Done Wrong
by Alex Reinhart, 2013, online html

Statistics for Applications
by Dmitry Panchenko, 2006, PDF

Statistics for Health, Life and Social Sciences
by Denis Anthony, 2011, 292 pp, 5.6MB, PDF

Statistics for the Humanities
by John Canning, 2013, 239 pp, 3.8MB, PDF

Statistics for the Social and Behavioral Sciences
by David A. Kenny, 1987, 407 pages, 9.7MB, PDF

Statistics, Probability, and Game Theory: papers in honor of David Blackwell
by David Blackwell, at al. 1996

Statistics Review: Including a probability theory background
Wikipedia, 2014, online html

Statistics with R
by Vincent Zoonekynd, 2007, multiple formats

Stats without Tears
by Stan Brown, 2016, 243 pp, online html

Stochastic Calculus
by Alan Bain, 2008, 99 pages, 510KB, PDF

Stochastic Control for Economic Models
by David A. Kendrick, 2002, 297 pages, 1.9MB, PDF

Stochastic Differential Equations: Models and Numerics
by Anders Szepessy, et al., 2010, 202 pp, 2.3MB, PDF

Stochastic Integration and Stochastic Differential Equations
by Klaus Bichteler, 2002, 643 pages, DVI/PS/PDF

Stochastic Processes
by David Nualart, 2003, 148 pages, 550KB, PDF

Theory of Probability: A Historical Essay
by Oscar Sheynin, 2017, 316 pp, 1.6MB, PDF

Think Bayes: Bayesian Statistics Made Simple
by Allen B. Downey, 2012, 77 pp, 350KB, PDF

Think Stats: Probability and Statistics for Programmers
by Allen B. Downey, 2011, 122 pages, 1.1MB, PDF

Topics in Random Matrix Theory
by Terence Tao, 2011, 340 pages, 1.5MB, PDF

Topics in Statistics: Statistical Learning Theory
by Dmitry Panchenko, 2007, 122 pages, 4.8MB, PDF

A Treatise on Probability
by John Maynard Keynes, 1921, 561 pages, 2.3MB, PDF

Using R for Introductory Statistics
by John Verzani, 2004, 114 pages, 2.1MB, PDF