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Bayesian Statistical Methods provides data scientists with the foundational and computational tools needed to carry out a Bayesian analysis. This book focuses on Bayesian methods applied routinely in practice including multiple linear regression, mixed effects models and generalized linear models (…
Hardback – 2019-06-04
Chapman and Hall/CRC
Chapman & Hall/CRC Texts in Statistical Science
This is the seventh edition of a classic introductory textbook on time series analysis. In this edition, a new co-author has been added to modernize the book. It has been revised to include three new chapters - on Volatility Models, Nonlinear Models, and High-Frequency Time Series Models - plus R…
Paperback – 2019-05-15
Chapman and Hall/CRC
Chapman & Hall/CRC Texts in Statistical Science
Spatial data are collected in various ways, for example, weather maps, soil samples, incident patterns, microscopical slices, satellite, radar, or X-ray images. The statistical analysis of spatial data is treated as a separate topic, as it is different from classical statistical data in a number of…
Paperback – 2019-03-20
Chapman and Hall/CRC
Chapman & Hall/CRC Texts in Statistical Science
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…
Hardback – 2019-02-08
Chapman and Hall/CRC
Chapman & Hall/CRC Texts in Statistical Science
Engineers are expected to design structures and machines that can operate in challenging and volatile environments, while allowing for variation in materials and noise in measurements and signals. Statistics in Engineering, Second Edition: With Examples in MATLAB and R covers the fundamentals of…
Hardback – 2019-01-29
Chapman and Hall/CRC
Chapman & Hall/CRC Texts in Statistical Science
A Computational Approach to Statistical Learning gives a novel introduction to predictive modeling by focusing on the algorithmic and numeric motivations behind popular statistical methods. The text contains annotated code to over 80 original reference functions. These functions provide minimal…
Hardback – 2019-01-29
Chapman and Hall/CRC
Chapman & Hall/CRC Texts in Statistical Science
Praise for the First Edition "The main strength of this book is that it provides a unified framework of graphical tools for data analysis, especially for univariate and low-dimensional multivariate data. In addition, it is clearly written in plain language and the inclusion of R code is…
Hardback – 2018-05-18
Chapman and Hall/CRC
Chapman & Hall/CRC Texts in Statistical Science
An Introduction to Generalized Linear Models, Fourth Edition provides a cohesive framework for statistical modelling, with an emphasis on numerical and graphical methods. This new edition of a bestseller has been updated with new sections on non-linear associations, strategies for model selection,…
Paperback – 2018-04-13
Chapman and Hall/CRC
Chapman & Hall/CRC Texts in Statistical Science
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 – 2018-03-13
Chapman and Hall/CRC
Chapman & Hall/CRC Texts in Statistical Science
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 – 2018-01-24
Chapman and Hall/CRC
Chapman & Hall/CRC Texts in Statistical Science
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 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 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
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
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
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 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 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…
Hardback – 2017-02-02
Chapman and Hall/CRC
Chapman & Hall/CRC Texts in Statistical Science
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 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
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
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
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 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 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 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
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
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 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
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 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 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 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 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
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
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
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
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
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 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
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
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
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
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
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
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
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
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 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
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