Chapman & Hall/CRC Monographs on Statistics and Applied Probability
About the Book 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.
Hierarchical Modeling and Analysis for Spatial Data
3rd Edition
By Sudipto Banerjee, Alan E. Gelfand, Bradley P. Carlin
September 22, 2025
Hierarchical Modeling and Analysis for Spatial Data, Third Edition is the latest edition of this popular and authoritative text on Bayesian modeling and inference for spatial and spatial-temporal data. The text presents a comprehensive and up-to-date treatment of hierarchical and multilevel ...
Robust Small Area Estimation: Methods, Theory, Applications, and Open Problems
1st Edition
By Jiming Jiang, J. Sunil Rao
August 19, 2025
In recent years there has been substantial and growing interest in small area estimation (SAE) that is largely driven by practical demands. Here, the term "small area" typically refers to a subpopulation or domain of interest for which a reliable direct estimate, based only on the domain-specific ...
Theory of Nonregular Factorial Designs
1st Edition
By Ching-Shui Cheng, Boxin Tang
April 30, 2025
Nonregular factorial designs are a class of factorial designs that enable researchers to study simultaneously the effects of many explanatory variables on a response variable of interest. Factorial designs have been in the mainstream of design research for decades, but interest in nonregular ...
Seminal Ideas and Controversies in Statistics
1st Edition
By Roderick J. A. Little
March 02, 2025
Statistics has developed as a field through seminal ideas and fascinating controversies. Seminal Ideas and Controversies in Statistics concerns a wide-ranging set of 15 important statistical topics, grouped into three general areas: philosophical approaches to statistical inference, important ...
Analysis of Variance for Functional Data
1st Edition
By Jin-Ting Zhang
October 14, 2024
Despite research interest in functional data analysis in the last three decades, few books are available on the subject. Filling this gap, Analysis of Variance for Functional Data presents up-to-date hypothesis testing methods for functional data analysis. The book covers the reconstruction of ...
Design and Analysis of Cross-Over Trials
3rd Edition
By Byron Jones, Michael G. Kenward
October 14, 2024
Design and Analysis of Cross-Over Trials is concerned with a specific kind of comparative trial known as the cross-over trial, in which subjects receive different sequences of treatments. Such trials are widely used in clinical and medical research, and in other diverse areas such as veterinary ...
Dynamic Prediction in Clinical Survival Analysis
1st Edition
By Hans van Houwelingen, Hein Putter
October 14, 2024
There is a huge amount of literature on statistical models for the prediction of survival after diagnosis of a wide range of diseases like cancer, cardiovascular disease, and chronic kidney disease. Current practice is to use prediction models based on the Cox proportional hazards model and to ...
Quasi-Least Squares Regression
1st Edition
By Justine Shults, Joseph M. Hilbe
October 14, 2024
Drawing on the authors’ substantial expertise in modeling longitudinal and clustered data, Quasi-Least Squares Regression provides a thorough treatment of quasi-least squares (QLS) regression—a computational approach for the estimation of correlation parameters within the framework of generalized ...
Robust Cluster Analysis and Variable Selection
1st Edition
By Gunter Ritter
October 14, 2024
Clustering remains a vibrant area of research in statistics. Although there are many books on this topic, there are relatively few that are well founded in the theoretical aspects. In Robust Cluster Analysis and Variable Selection, Gunter Ritter presents an overview of the theory and applications ...
Martingale Methods in Statistics
1st Edition
By Yoichi Nishiyama
May 27, 2024
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
1st Edition
By J. S. Marron, Ian L. Dryden
May 27, 2024
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...
Mixture Models: Parametric, Semiparametric, and New Directions
1st Edition
By Weixin Yao, Sijia Xiang
April 18, 2024
Mixture models are a powerful tool for analyzing complex and heterogeneous datasets across many scientific fields, from finance to genomics. Mixture Models: Parametric, Semiparametric, and New Directions provides an up-to-date introduction to these models, their recent developments, and their ...