Series Editors:

- Julian J. Faraway
*University of Bath, UK* - Martin A. Tanner
*Northwestern University, Evanston, Illinois, USA* - Jim Zidek
*University of British Columbia, Vancouver, Canada* - Joseph K. Blitzstein
*Harvard University, Cambridge, Massachusetts, USA*

### An Introduction to Generalized Linear Models, Fourth Edition

This is the fourth edition of a hugely successful textbook on Generalized Linear Models (GLMs). It has been adopted around the world in various departments, including statistics, public health, social sciences, etc. The new edition has been updated with a new chapter on GLMs for Big Data, and other…

Paperback – 2018-05-04

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Graphics for Statistics and Data Analysis with R, Second Edition

The book presents the basic principles of sound graphical design and applies these principles to engaging examples using the graphical functions available in R. It offers a wide variety of graphical displays for the presentation of data, including modern tools for data visualization and…

Hardback – 2018-04-25

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Linear Models and the Relevant Distributions and Matrix Algebra

Linear Models and the Relevant Distributions and Matrix Algebra provides in-depth and detailed coverage of the use of linear statistical models as a basis for parametric and predictive inference. It can be a valuable reference, a primary or secondary text in a graduate-level course on linear models…

Hardback – 2018-03-01

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Theory of Stochastic Objects

#### Probability, Stochastic Processes and Inference

This book defines and investigates the concept of a random object. To accomplish this task in a natural way, it brings together three major areas; statistical inference, measure-theoretic probability theory and stochastic processes. This point of view has not been explored by existing textbooks;…

Hardback – 2018-01-23

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Stochastic Processes

#### An Introduction, Third Edition

Based on a well-established and popular course taught by the authors over many years, Stochastic Processes: An Introduction, Third Edition, discusses the modelling and analysis of random experiments, where processes evolve over time. The text begins with a review of relevant fundamental probability…

Hardback – 2017-10-16

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Introduction to Functional Data Analysis

Introduction to Functional Data Analysis provides a concise textbook introduction to the field. It explains how to analyze functional data, both at exploratory and inferential levels. It also provides a systematic and accessible exposition of the methodology and the required mathematical framework.…

Hardback – 2017-08-09

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Statistical Regression and Classification

#### From Linear Models to Machine Learning

Statistical Regression and Classification: From Linear Models to Machine Learning takes an innovative look at the traditional statistical regression course, presenting a contemporary treatment in line with today's applications and users. The text takes a modern look at regression: * A thorough…

Paperback – 2017-08-01

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Introduction to Statistical Methods for Financial Models

This book provides an introduction to the use of statistical concepts and methods to model and analyze financial data. The ten chapters of the book fall naturally into three sections. Chapters 1 to 3 cover some basic concepts of finance, focusing on the properties of returns on an asset. Chapters 4…

Hardback – 2017-07-12

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Design of Experiments

#### An Introduction Based on Linear Models

Offering deep insight into the connections between design choice and the resulting statistical analysis, Design of Experiments: An Introduction Based on Linear Models explores how experiments are designed using the language of linear statistical models. The book presents an organized framework for…

Paperback – 2017-05-31

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Generalized Additive Models

#### An Introduction with R, Second Edition

The first edition of this book has established itself as one of the leading references on generalized additive models (GAMs), and the only book on the topic to be introductory in nature with a wealth of practical examples and software implementation. It is self-contained, providing the necessary…

Hardback – 2017-05-30

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Logistic Regression Models

Logistic Regression Models presents an overview of the full range of logistic models, including binary, proportional, ordered, partially ordered, and unordered categorical response regression procedures. Other topics discussed include panel, survey, skewed, penalized, and exact logistic models. The…

Paperback – 2017-05-25

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Modern Data Science with R

Modern Data Science with R is a comprehensive data science textbook for undergraduates that incorporates statistical and computational thinking to solve real-world problems with data. Rather than focus exclusively on case studies or programming syntax, this book illustrates how statistical…

Pack - Book & Ebook – 2017-02-02

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Stochastic Processes

#### From Applications to Theory

Unlike traditional books presenting stochastic processes in an academic way, this book includes concrete applications that students will find interesting such as gambling, finance, physics, signal processing, statistics, fractals, and biology. Written with an important illustrated guide in the…

Pack - Book & Ebook – 2016-12-19

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Multivariate Survival Analysis and Competing Risks

Multivariate Survival Analysis and Competing Risks introduces univariate survival analysis and extends it to the multivariate case. It covers competing risks and counting processes and provides many real-world examples, exercises, and R code. The text discusses survival data, survival distributions…

Paperback – 2016-11-16

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Modeling and Analysis of Stochastic Systems, Third Edition

Building on the author’s more than 35 years of teaching experience, Modeling and Analysis of Stochastic Systems, Third Edition, covers the most important classes of stochastic processes used in the modeling of diverse systems. For each class of stochastic process, the text includes its definition,…

Hardback – 2016-10-07

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Pragmatics of Uncertainty

A fair question to ask of an advocate of subjective Bayesianism (which the author is) is "how would you model uncertainty?" In this book, the author writes about how he has done it using real problems from the past, and offers additional comments about the context in which he was working.…

Hardback – 2016-09-27

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Extending the Linear Model with R

#### Generalized Linear, Mixed Effects and Nonparametric Regression Models, Second Edition

Start Analyzing a Wide Range of Problems Since the publication of the bestselling, highly recommended first edition, R has considerably expanded both in popularity and in the number of packages available. Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric…

Pack - Book & Ebook – 2016-03-24

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Essentials of Probability Theory for Statisticians

Essentials of Probability Theory for Statisticians provides graduate students with a rigorous treatment of probability theory, with an emphasis on results central to theoretical statistics. It presents classical probability theory motivated with illustrative examples in biostatistics, such as…

Hardback – 2016-03-15

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Analysis of Variance, Design, and Regression

#### Linear Modeling for Unbalanced Data, Second Edition

Analysis of Variance, Design, and Regression: Linear Modeling for Unbalanced Data, Second Edition presents linear structures for modeling data with an emphasis on how to incorporate specific ideas (hypotheses) about the structure of the data into a linear model for the data. The book carefully…

Hardback – 2015-12-22

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Statistical Rethinking

#### A Bayesian Course with Examples in R and Stan

Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds readers’ knowledge of and confidence in statistical modeling. Reflecting the need for even minor programming in today’s model-based statistics, the book pushes readers to perform step-by-step calculations that are usually…

Hardback – 2015-12-21

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Discrete Data Analysis with R

#### Visualization and Modeling Techniques for Categorical and Count Data

An Applied Treatment of Modern Graphical Methods for Analyzing Categorical Data Discrete Data Analysis with R: Visualization and Modeling Techniques for Categorical and Count Data presents an applied treatment of modern methods for the analysis of categorical data, both discrete response data and…

Pack - Book & Ebook – 2015-12-17

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Mathematical Statistics

#### Basic Ideas and Selected Topics, Volumes I-II Package

Volume I presents fundamental, classical statistical concepts at the doctorate level without using measure theory. It gives careful proofs of major results and explains how the theory sheds light on the properties of practical methods. Volume II covers a number of topics that are important in…

Hardback – 2015-12-01

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Mathematical Statistics

#### Basic Ideas and Selected Topics, Volume II

Mathematical Statistics: Basic Ideas and Selected Topics, Volume II presents important statistical concepts, methods, and tools not covered in the authors’ previous volume. This second volume focuses on inference in non- and semiparametric models. It not only reexamines the procedures introduced in…

Pack - Book & Ebook – 2015-11-02

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Spatio-Temporal Methods in Environmental Epidemiology

Teaches Students How to Perform Spatio-Temporal Analyses within Epidemiological Studies Spatio-Temporal Methods in Environmental Epidemiology is the first book of its kind to specifically address the interface between environmental epidemiology and spatio-temporal modeling. In response to the…

Hardback – 2015-06-24

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Statistics for Finance

Statistics for Finance develops students’ professional skills in statistics with applications in finance. Developed from the authors’ courses at the Technical University of Denmark and Lund University, the text bridges the gap between classical, rigorous treatments of financial mathematics that…

Hardback – 2015-04-16

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Mathematical Statistics

#### Basic Ideas and Selected Topics, Volume I, Second Edition

Mathematical Statistics: Basic Ideas and Selected Topics, Volume I, Second Edition presents fundamental, classical statistical concepts at the doctorate level. It covers estimation, prediction, testing, confidence sets, Bayesian analysis, and the general approach of decision theory. This edition…

Pack - Book & Ebook – 2015-04-13

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Design and Analysis of Experiments with R

Design and Analysis of Experiments with R presents a unified treatment of experimental designs and design concepts commonly used in practice. It connects the objectives of research to the type of experimental design required, describes the process of creating the design and collecting the data,…

Hardback – 2014-12-17

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Modelling Survival Data in Medical Research, Third Edition

Modelling Survival Data in Medical Research describes the modelling approach to the analysis of survival data using a wide range of examples from biomedical research. Well known for its nontechnical style, this third edition contains new chapters on frailty models and their applications, competing…

Hardback – 2014-12-04

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Statistical Inference

#### An Integrated Approach, Second Edition

A Balanced Treatment of Bayesian and Frequentist Inference Statistical Inference: An Integrated Approach, Second Edition presents an account of the Bayesian and frequentist approaches to statistical inference. Now with an additional author, this second edition places a more balanced emphasis on…

Hardback – 2014-09-03

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Analysis of Categorical Data with R

Learn How to Properly Analyze Categorical DataAnalysis of Categorical Data with R presents a modern account of categorical data analysis using the popular R software. It covers recent techniques of model building and assessment for binary, multicategory, and count response variables and discusses…

Hardback – 2014-08-11

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Introduction to Probability

Developed from celebrated Harvard statistics lectures, Introduction to Probability provides essential language and tools for understanding statistics, randomness, and uncertainty. The book explores a wide variety of applications and examples, ranging from coincidences and paradoxes to Google…

Pack - Book & Ebook – 2014-07-24

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Linear Models with R, Second Edition

A Hands-On Way to Learning Data Analysis Part of the core of statistics, linear models are used to make predictions and explain the relationship between the response and the predictors. Understanding linear models is crucial to a broader competence in the practice of statistics. Linear Models with…

Hardback – 2014-07-01

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Bayesian Networks

#### With Examples in R

Understand the Foundations of Bayesian Networks—Core Properties and Definitions Explained Bayesian Networks: With Examples in R introduces Bayesian networks using a hands-on approach. Simple yet meaningful examples in R illustrate each step of the modeling process. The examples start from the…

Hardback – 2014-06-20

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Linear Algebra and Matrix Analysis for Statistics

Linear Algebra and Matrix Analysis for Statistics offers a gradual exposition to linear algebra without sacrificing the rigor of the subject. It presents both the vector space approach and the canonical forms in matrix theory. The book is as self-contained as possible, assuming no prior knowledge…

Hardback – 2014-06-06

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Introduction to Multivariate Analysis

#### Linear and Nonlinear Modeling

Select the Optimal Model for Interpreting Multivariate Data Introduction to Multivariate Analysis: Linear and Nonlinear Modeling shows how multivariate analysis is widely used for extracting useful information and patterns from multivariate data and for understanding the structure of random…

Hardback – 2014-06-06

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Stochastic Modeling and Mathematical Statistics

#### A Text for Statisticians and Quantitative Scientists

Provides a Solid Foundation for Statistical Modeling and Inference and Demonstrates Its Breadth of Applicability Stochastic Modeling and Mathematical Statistics: A Text for Statisticians and Quantitative Scientists addresses core issues in post-calculus probability and statistics in a way that is…

Hardback – 2014-01-14

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Nonlinear Time Series

#### Theory, Methods and Applications with R Examples

Designed for researchers and students, Nonlinear Times Series: Theory, Methods and Applications with R Examples familiarizes readers with the principles behind nonlinear time series models—without overwhelming them with difficult mathematical developments. By focusing on basic principles and theory…

Hardback – 2014-01-06

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Epidemiology

#### Study Design and Data Analysis, Third Edition

Highly praised for its broad, practical coverage, the second edition of this popular text incorporated the major statistical models and issues relevant to epidemiological studies. Epidemiology: Study Design and Data Analysis, Third Edition continues to focus on the quantitative aspects of…

Hardback – 2013-12-19

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Richly Parameterized Linear Models

#### Additive, Time Series, and Spatial Models Using Random Effects

A First Step toward a Unified Theory of Richly Parameterized Linear Models Using mixed linear models to analyze data often leads to results that are mysterious, inconvenient, or wrong. Further compounding the problem, statisticians lack a cohesive resource to acquire a systematic, theory-based…

Hardback – 2013-11-04

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Bayesian Data Analysis, Third Edition

Winner of the 2016 De Groot Prize from the International Society for Bayesian Analysis Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzing data and solving research problems. Bayesian Data…

Hardback – 2013-11-01

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Introduction to Statistical Process Control

A major tool for quality control and management, statistical process control (SPC) monitors sequential processes, such as production lines and Internet traffic, to ensure that they work stably and satisfactorily. Along with covering traditional methods, Introduction to Statistical Process Control…

Hardback – 2013-10-14

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Nonparametric Methods in Statistics with SAS Applications

Designed for a graduate course in applied statistics, Nonparametric Methods in Statistics with SAS Applications teaches students how to apply nonparametric techniques to statistical data. It starts with the tests of hypotheses and moves on to regression modeling, time-to-event analysis, density…

Paperback – 2013-08-19

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Exercises and Solutions in Statistical Theory

Exercises and Solutions in Statistical Theory helps students and scientists obtain an in-depth understanding of statistical theory by working on and reviewing solutions to interesting and challenging exercises of practical importance. Unlike similar books, this text incorporates many exercises that…

Paperback – 2013-06-24

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Statistical Theory

#### A Concise Introduction

Designed for a one-semester advanced undergraduate or graduate course, Statistical Theory: A Concise Introduction clearly explains the underlying ideas and principles of major statistical concepts, including parameter estimation, confidence intervals, hypothesis testing, asymptotic analysis,…

Hardback – 2013-04-25

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Understanding Advanced Statistical Methods

Providing a much-needed bridge between elementary statistics courses and advanced research methods courses, Understanding Advanced Statistical Methods helps students grasp the fundamental assumptions and machinery behind sophisticated statistical topics, such as logistic regression, maximum…

Hardback – 2013-04-09

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### The BUGS Book

#### A Practical Introduction to Bayesian Analysis

Bayesian statistical methods have become widely used for data analysis and modelling in recent years, and the BUGS software has become the most popular software for Bayesian analysis worldwide. Authored by the team that originally developed this software, The BUGS Book provides a practical…

Paperback – 2012-10-02

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Stationary Stochastic Processes

#### Theory and Applications

Intended for a second course in stationary processes, Stationary Stochastic Processes: Theory and Applications presents the theory behind the field’s widely scattered applications in engineering and science. In addition, it reviews sample function properties and spectral representations for…

Hardback – 2012-10-01

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Generalized Linear Mixed Models

#### Modern Concepts, Methods and Applications

Generalized Linear Mixed Models: Modern Concepts, Methods and Applications presents an introduction to linear modeling using the generalized linear mixed model (GLMM) as an overarching conceptual framework. For readers new to linear models, the book helps them see the big picture. It shows how…

Hardback – 2012-09-24

CRC Press*Chapman & Hall/CRC Texts in Statistical Science*### Applied Categorical and Count Data Analysis

Developed from the authors’ graduate-level biostatistics course, Applied Categorical and Count Data Analysis explains how to perform the statistical analysis of discrete data, including categorical and count outcomes. The authors describe the basic ideas underlying each concept, model, and approach…

Hardback – 2012-06-04

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*### Introduction to the Theory of Statistical Inference

Based on the authors’ lecture notes, Introduction to the Theory of Statistical Inference presents concise yet complete coverage of statistical inference theory, focusing on the fundamental classical principles. Suitable for a second-semester undergraduate course on statistical inference, the book…

Paperback – 2011-07-20

Chapman and Hall/CRC*Chapman & Hall/CRC Texts in Statistical Science*