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Chapman & Hall/CRC Handbooks of Modern Statistical Methods


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Handbook of Graphical Models

Handbook of Graphical Models

Forthcoming

Marloes Maathuis, Mathias Drton, Steffen Lilholt Lauritzen, Martin Wainwright
July 17, 2018

A graphical model is a statistical model that is represented by a graph. The factorization properties underlying graphical models facilitate tractable computation with multivariate distributions, making the models a valuable tool with a plethora of applications. Furthermore, directed graphical...

Handbook of Statistical Methods for Case-Control Studies

Handbook of Statistical Methods for Case-Control Studies

Forthcoming

Ørnulf Borgan, Norman Breslow, Nilanjan Chatterjee, Mitchell H. Gail, Alastair Scott, Chris J. Wild
June 27, 2018

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 Quantile Regression

Handbook of Quantile Regression

Roger Koenker, Victor Chernozhukov, Xuming He, Limin Peng
October 25, 2017

Quantile regression constitutes an ensemble of statistical techniques intended to estimate and draw inferences about conditional quantile functions. Median regression, as introduced in the 18th century by Boscovich and Laplace, is a special case. In contrast to conventional mean regression that...

Handbook of Methods for Designing, Monitoring, and Analyzing Dose-Finding Trials

Handbook of Methods for Designing, Monitoring, and Analyzing Dose-Finding Trials

John O'Quigley, Alexia Iasonos, Björn Bornkamp
April 26, 2017

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 Statistical Methods and Analyses in Sports

Handbook of Statistical Methods and Analyses in Sports

Jim Albert, Mark E. Glickman, Tim B. Swartz, Ruud H. Koning
December 21, 2016

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 Neuroimaging Data Analysis

Handbook of Neuroimaging Data Analysis

Hernando Ombao, Martin Lindquist, Wesley Thompson, John Aston
November 14, 2016

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 Spatial Epidemiology

Handbook of Spatial Epidemiology

Andrew B. Lawson, Sudipto Banerjee, Robert P. Haining, Maria Dolores Ugarte
April 04, 2016

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 Big Data

Handbook of Big Data

Peter Bühlmann, Petros Drineas, Michael Kane, Mark van der Laan
February 18, 2016

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 Discrete-Valued Time Series

Handbook of Discrete-Valued Time Series

Richard A. Davis, Scott H. Holan, Robert Lund, Nalini Ravishanker
December 21, 2015

Model a Wide Range of Count Time Series Handbook of Discrete-Valued Time Series presents state-of-the-art methods for modeling time series of counts and incorporates frequentist and Bayesian approaches for discrete-valued spatio-temporal data and multivariate data. While the book focuses on time...

Handbook of Cluster Analysis

Handbook of Cluster Analysis

Christian Hennig, Marina Meila, Fionn Murtagh, Roberto Rocci
December 01, 2015

Handbook of Cluster Analysis provides a comprehensive and unified account of the main research developments in cluster analysis. Written by active, distinguished researchers in this area, the book helps readers make informed choices of the most suitable clustering approach for their problem and...

Handbook of Design and Analysis of Experiments

Handbook of Design and Analysis of Experiments

Angela Dean, Max Morris, John Stufken, Derek Bingham
June 26, 2015

Handbook of Design and Analysis of Experiments provides a detailed overview of the tools required for the optimal design of experiments and their analyses. The handbook gives a unified treatment of a wide range of topics, covering the latest developments. This carefully edited collection of 25...

Handbook of Missing Data Methodology

Handbook of Missing Data Methodology

Geert Molenberghs, Garrett Fitzmaurice, Michael G. Kenward, Anastasios Tsiatis, Geert Verbeke
November 06, 2014

Missing data affect nearly every discipline by complicating the statistical analysis of collected data. But since the 1990s, there have been important developments in the statistical methodology for handling missing data. Written by renowned statisticians in this area, Handbook of Missing Data...

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