New and Published Books
1-10 of 104 results in Chapman & Hall/CRC Monographs on Statistics & Applied Probability
Since the publication of the first edition over 30 years ago, the literature related to Pareto distributions has flourished to encompass computer-based inference methods. Pareto Distributions, Second Edition provides broad, up-to-date coverage of the Pareto model and its extensions. This edition...
Published February 18th 2015 by Chapman and Hall/CRC
Ever-greater computing technologies have given rise to an exponentially growing volume of data. Today massive data sets (with potentially thousands of variables) play an important role in almost every branch of modern human activity, including networks, finance, and genetics. However, analyzing...
Published December 16th 2014 by Chapman and Hall/CRC
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...
Published October 7th 2014 by Chapman and Hall/CRC
Keep Up to Date with the Evolving Landscape of Space and Space-Time Data Analysis and Modeling Since the publication of the first edition, the statistical landscape has substantially changed for analyzing space and space-time data. More than twice the size of its predecessor, Hierarchical Modeling...
Published September 11th 2014 by Chapman and Hall/CRC
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...
Published September 1st 2014 by Chapman and Hall/CRC
Hypothesis Testing and Changepoint Detection
Sequential Analysis: Hypothesis Testing and Changepoint Detection systematically develops the theory of sequential hypothesis testing and quickest changepoint detection. It also describes important applications in which theoretical results can be used efficiently. The book reviews recent...
Published August 26th 2014 by Chapman and Hall/CRC
Model Choice, Location-Scale, Analysis of Variance, Nonparametric Regression and Image Analysis
The First Detailed Account of Statistical Analysis That Treats Models as Approximations The idea of truth plays a role in both Bayesian and frequentist statistics. The Bayesian concept of coherence is based on the fact that two different models or parameter values cannot both be true. Frequentist...
Published July 6th 2014 by Chapman and Hall/CRC
Dependence Modeling with Copulas covers the substantial advances that have taken place in the field during the last 15 years, including vine copula modeling of high-dimensional data. Vine copula models are constructed from a sequence of bivariate copulas. The book develops generalizations of vine...
Published June 25th 2014 by Chapman and Hall/CRC
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...
Published January 27th 2014 by Chapman and Hall/CRC
Randomised Response-Adaptive Designs in Clinical Trials presents methods for the randomised allocation of treatments to patients in sequential clinical trials. Emphasizing the practical application of clinical trial designs, the book is designed for medical and applied statisticians, clinicians,...
Published December 25th 2013 by Chapman and Hall/CRC
Pareto Distributions Second Edition
To Be Published March 10th 2015
Bayesian Inference for Partially Identified Models: Exploring the Limits of Limited Data
To Be Published March 31st 2015
Models for Dependent Time Series
To Be Published June 1st 2015
Measuring Statistical Evidence Using Relative Belief
To Be Published June 22nd 2015
Statistical Learning with Sparsity: The Lasso and Generalizations
To Be Published June 30th 2015
Stochastic Analysis for Gaussian Random Processes and Fields: With Applications
To Be Published July 2nd 2015
Nonparametric Statistics on Manifolds and Their Applications
To Be Published September 15th 2015
Inferential Models: Reasoning with Uncertainty
To Be Published September 26th 2015
Latent Tree Graphical Models: A Geometric Perspective
To Be Published October 15th 2015
To Be Published November 15th 2015