Chapman & Hall/CRC Handbooks of Modern Statistical Methods
About the Book Series
The objective of the series is to provide high-quality volumes covering the state-of-the-art in the theory and applications of statistical methodology. The books in the series are thoroughly-edited and present comprehensive, coherent and unified summaries of specific methodological topics from statistics. The chapters are written by the leading researchers in the field, and present a good balance of theory and application through a synthesis of the key methodological developments and examples and case studies using real data.
The scope of the series is wide, covering topics of statistical methodology that are well developed and find application in a range of scientific disciplines. The volumes are primarily of interest to researchers and graduate students from statistics and biostatistics, but also appeal to scientists from fields where the methodology is applied to real problems, including medical research, epidemiology and public health, engineering, biological science, environmental science and the social sciences.
Please contact us if you have an idea for a book for the series.
Handbook of Spatial Epidemiology
1st Edition
Edited
By Andrew B. Lawson, Sudipto Banerjee, Robert P. Haining, Maria Dolores Ugarte
June 30, 2020
Handbook of Spatial Epidemiology explains how to model epidemiological problems and improve inference about disease etiology from a geographical perspective. Top epidemiologists, geographers, and statisticians share interdisciplinary viewpoints on analyzing spatial data and space–time variations in...
Handbook of Statistical Methods for Case-Control Studies
1st Edition
Edited
By Ørnulf Borgan, Norman Breslow, Nilanjan Chatterjee, Mitchell H. Gail, Alastair Scott, Chris J. Wild
June 30, 2020
Handbook of Statistical Methods for Case-Control Studies is written by leading researchers in the field. It provides an in-depth treatment of up-to-date and currently developing statistical methods for the design and analysis of case-control studies, as well as a review of classical principles and ...
Handbook of Survival Analysis
1st Edition
Edited
By John P. Klein, Hans C. van Houwelingen, Joseph G. Ibrahim, Thomas H. Scheike
June 30, 2020
Handbook of Survival Analysis presents modern techniques and research problems in lifetime data analysis. This area of statistics deals with time-to-event data that is complicated by censoring and the dynamic nature of events occurring in time. With chapters written by leading researchers in the ...
Handbook of Neuroimaging Data Analysis
1st Edition
Edited
By Hernando Ombao, Martin Lindquist, Wesley Thompson, John Aston
November 08, 2019
This book explores various state-of-the-art aspects behind the statistical analysis of neuroimaging data. It examines the development of novel statistical approaches to model brain data. Designed for researchers in statistics, biostatistics, computer science, cognitive science, computer engineering...
Handbook of Big Data
1st Edition
Edited
By Peter Bühlmann, Petros Drineas, Michael Kane, Mark van der Laan
September 11, 2019
Handbook of Big Data provides a state-of-the-art overview of the analysis of large-scale datasets. Featuring contributions from well-known experts in statistics and computer science, this handbook presents a carefully curated collection of techniques from both industry and academia. Thus, the text ...
Handbook of Statistical Methods and Analyses in Sports
1st Edition
Edited
By Jim Albert, Mark E. Glickman, Tim B. Swartz, Ruud H. Koning
September 11, 2019
This handbook will provide both overviews of statistical methods in sports and in-depth treatment of critical problems and challenges confronting statistical research in sports. The material in the handbook will be organized by major sport (baseball, football, hockey, basketball, and soccer) ...
Handbook of Methods for Designing, Monitoring, and Analyzing Dose-Finding Trials
1st Edition
Edited
By John O'Quigley, Alexia Iasonos, Björn Bornkamp
August 08, 2019
Handbook of Methods for Designing, Monitoring, and Analyzing Dose-Finding Trials gives a thorough presentation of state-of-the-art methods for early phase clinical trials. The methodology of clinical trials has advanced greatly over the last 20 years and, arguably, nowhere greater than that of ...
Handbook of Markov Chain Monte Carlo
1st Edition
Edited
By Steve Brooks, Andrew Gelman, Galin Jones, Xiao-Li Meng
May 10, 2011
Since their popularization in the 1990s, Markov chain Monte Carlo (MCMC) methods have revolutionized statistical computing and have had an especially profound impact on the practice of Bayesian statistics. Furthermore, MCMC methods have enabled the development and use of intricate models in an ...
Handbook of Spatial Statistics
1st Edition
Edited
By Alan E. Gelfand, Peter Diggle, Peter Guttorp, Montserrat Fuentes
March 19, 2010
Assembling a collection of very prominent researchers in the field, the Handbook of Spatial Statistics presents a comprehensive treatment of both classical and state-of-the-art aspects of this maturing area. It takes a unified, integrated approach to the material, providing cross-references among ...
Longitudinal Data Analysis
1st Edition
Edited
By Garrett Fitzmaurice, Marie Davidian, Geert Verbeke, Geert Molenberghs
August 11, 2008
Although many books currently available describe statistical models and methods for analyzing longitudinal data, they do not highlight connections between various research threads in the statistical literature. Responding to this void, Longitudinal Data Analysis provides a clear, comprehensive, and...