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BOOK SERIES


Chapman & Hall/CRC Monographs on Statistics and Applied Probability


About the Series

Since its inception in 1960 under the leadership of Sir David R. Cox, the series has established itself as a leading outlet for monographs presenting advances in statistical and applied probability research. With over 150 books published - over 100 still in print - the series has gained a reputation for outstanding quality.

The scope of the series is wide, incorporating developments in statistical methodology of relevance to a range of application areas. The monographs in the series present succinct and authoritative overviews of methodology, often with an emphasis on application through worked examples and software for their implementation. They are written so as to be accessible to graduate students, researchers and practitioners of statistics, as well as quantitative scientists from the many relevant areas of application.

Please contact us if you have an idea for a book for the series.

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Martingale Methods in Statistics

Martingale Methods in Statistics

1st Edition

Forthcoming

By Yoichi Nishiyama
November 24, 2021

Martingale Methods in Statistics provides a unique introduction to statistics of stochastic processes written with the author’s strong desire to present what is not available in other textbooks. While the author chooses to omit the well-known proofs of some of fundamental theorems in martingale ...

Object Oriented Data Analysis

Object Oriented Data Analysis

1st Edition

Forthcoming

By J. S. Marron, Ian L. Dryden
November 24, 2021

Object Oriented Data Analysis is a framework that facilitates inter-disciplinary research through new terminology for discussing the often many possible approaches to the analysis of complex data. Such data are naturally arising in a wide variety of areas. This book aims to provide ways of thinking...

Introduction to High-Dimensional Statistics

Introduction to High-Dimensional Statistics

2nd Edition

By Christophe Giraud
August 31, 2021

Praise for the first edition: "[This book] succeeds singularly at providing a structured introduction to this active field of research. … it is arguably the most accessible overview yet published of the mathematical ideas and principles that one needs to master to enter the field of ...

Replication and Evidence Factors in Observational Studies

Replication and Evidence Factors in Observational Studies

1st Edition

By Paul Rosenbaum
March 31, 2021

Outside of randomized experiments, association does not imply causation, and yet there is nothing defective about our knowledge that smoking causes lung cancer, a conclusion reached in the absence of randomized experimentation with humans. How is that possible? If observed associations do not ...

Introduction to Time Series Modeling with Applications in R

Introduction to Time Series Modeling with Applications in R

2nd Edition

By Genshiro Kitagawa
August 11, 2020

Praise for the first edition: [This book] reflects the extensive experience and significant contributions of the author to non-linear and non-Gaussian modeling. … [It] is a valuable book, especially with its broad and accessible introduction of models in the state-space framework. –Statistics in ...

Sequential Change Detection and Hypothesis Testing General Non-i.i.d. Stochastic Models and Asymptotically Optimal Rules

Sequential Change Detection and Hypothesis Testing: General Non-i.i.d. Stochastic Models and Asymptotically Optimal Rules

1st Edition

By Alexander Tartakovsky
December 02, 2019

How can major corporations and governments more quickly and accurately detect and address cyberattacks on their networks? How can local authorities improve early detection and prevention of epidemics? How can researchers improve the identification and classification of space objects in difficult (...

Nonlinear Time Series Semiparametric and Nonparametric Methods

Nonlinear Time Series: Semiparametric and Nonparametric Methods

1st Edition

By Jiti Gao
October 18, 2019

Useful in the theoretical and empirical analysis of nonlinear time series data, semiparametric methods have received extensive attention in the economics and statistics communities over the past twenty years. Recent studies show that semiparametric methods and models may be applied to solve ...

Multivariate Dependencies Models, Analysis and Interpretation

Multivariate Dependencies: Models, Analysis and Interpretation

1st Edition

By D.R. Cox, Nanny Wermuth
October 17, 2019

Large observational studies involving research questions that require the measurement of several features on each individual arise in many fields including the social and medical sciences. This book sets out both the general concepts and the more technical statistical issues involved in analysis ...

Classification

Classification

2nd Edition

By A.D. Gordon
October 07, 2019

As the amount of information recorded and stored electronically grows ever larger, it becomes increasingly useful, if not essential, to develop better and more efficient ways to summarize and extract information from these large, multivariate data sets. The field of classification does just ...

Accelerated Life Models Modeling and Statistical Analysis

Accelerated Life Models: Modeling and Statistical Analysis

1st Edition

By Vilijandas Bagdonavicius, Mikhail Nikulin
September 05, 2019

The authors of this monograph have developed a large and important class of survival analysis models that generalize most of the existing models. In a unified, systematic presentation, this monograph fully details those models and explores areas of accelerated life testing usually only touched upon...

Components of Variance

Components of Variance

1st Edition

By D.R. Cox, P.J. Solomon
September 05, 2019

Identifying the sources and measuring the impact of haphazard variations are important in any number of research applications, from clinical trials and genetics to industrial design and psychometric testing. Only in very simple situations can such variations be represented effectively by ...

Subjective Probability Models for Lifetimes

Subjective Probability Models for Lifetimes

1st Edition

By Fabio Spizzichino
September 05, 2019

Bayesian methods in reliability cannot be fully utilized and understood without full comprehension of the essential differences that exist between frequentist probability and subjective probability. Switching from the frequentist to the subjective approach requires that some fundamental concepts be...

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