Chapman & Hall/CRC Handbooks of Modern Statistical Methods – serie
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65 produkter
Handbook of Multiple Comparisons
Av Xinping Cui, Thorsten Dickhaus m. fl.
Inbunden, 2021
3908 kr
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Written by experts that include originators of some key ideas, chapters in the Handbook of Multiple Testing cover multiple comparison problems big and small, with guidance toward error rate control and insights on how principles developed earlier can be applied to current and emerging problems. …
Handbook of Bayesian, Fiducial, and Frequentist Inference
Av James Berger, Xiao-Li Meng m. fl.
Inbunden, 2024
2513 kr
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The emergence of data science, in recent decades, has magnified the need for efficient methodology for analyzing data and highlighted the importance of statistical inference. Despite the tremendous progress that has been made, statistical science is still a young discipline and continues to have …
Handbook of Methods for Designing, Monitoring, and Analyzing Dose-Finding Trials
Av John O'Quigley, Alexia Iasonos m. fl.
Häftad, 2019
1252 kr
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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 Neuroimaging Data Analysis
Av Hernando Ombao, Martin Lindquist m. fl.
Häftad, 2019
1172 kr
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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 …
Handbook of Big Data
Av Peter Bühlmann, Petros Drineas m. fl.
Häftad, 2019
1172 kr
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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 Mixed Membership Models and Their Applications
Av Edoardo M. Airoldi, David Blei m. fl.
Häftad, 2021
1172 kr
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In response to scientific needs for more diverse and structured explanations of statistical data, researchers have discovered how to model individual data points as belonging to multiple groups. Handbook of Mixed Membership Models and Their Applications shows you how to use these flexible modeling …
Handbook of Survival Analysis
Av John P. Klein, Hans C. van Houwelingen m. fl.
Häftad, 2020
1207 kr
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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 Statistical Methods and Analyses in Sports
Av Jim Albert, Mark E. Glickman m. fl.
Häftad, 2019
1041 kr
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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 Forensic Statistics
Av David L. Banks, Karen Kafadar m. fl.
Häftad, 2022
1172 kr
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Handbook of Forensic Statistics is a collection of chapters by leading authorities in forensic statistics. Written for statisticians, scientists, and legal professionals having a broad range of statistical expertise, it summarizes and compares basic methods of statistical inference (frequentist, …
Handbook of Meta-Analysis
Av Christopher H. Schmid, Theo Stijnen m. fl.
Häftad, 2022
1072 kr
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Meta-analysis is the application of statistics to combine results from multiple studies and draw appropriate inferences. Its use and importance have exploded over the last 25 years as the need for a robust evidence base has become clear in many scientific areas, including medicine and health, …
Handbook of Bayesian Variable Selection
Av Mahlet G. Tadesse, Marina Vannucci
Inbunden, 2021
2746 kr
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Bayesian variable selection has experienced substantial developments over the past 30 years with the proliferation of large data sets. Identifying relevant variables to include in a model allows simpler interpretation, avoids overfitting and multicollinearity, and can provide insights into the …
Handbook of Bayesian Variable Selection
Av Mahlet G. Tadesse, Marina Vannucci
Häftad, 2024
968 kr
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Bayesian variable selection has experienced substantial developments over the past 30 years with the proliferation of large data sets. Identifying relevant variables to include in a model allows simpler interpretation, avoids overfitting and multicollinearity, and can provide insights into the …
Handbook of Spatial Epidemiology
Av Andrew B. Lawson, Sudipto Banerjee m. fl.
Häftad, 2020
1207 kr
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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 Discrete-Valued Time Series
Av Richard A. Davis, Scott H. Holan m. fl.
Häftad, 2020
1172 kr
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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
Av Christian Hennig, Marina Meila m. fl.
Häftad, 2020
1172 kr
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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
Av Angela Dean, Max Morris m. fl.
Häftad, 2020
1172 kr
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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 Statistical Methods for Case-Control Studies
Av Ørnulf Borgan, Norman Breslow m. fl.
Häftad, 2020
787 kr
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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 Matching and Weighting Adjustments for Causal Inference
Av José R. Zubizarreta, Elizabeth A. Stuart m. fl.
Inbunden, 2023
3431 kr
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An observational study infers the effects caused by a treatment, policy, program, intervention, or exposure in a context in which randomized experimentation is unethical or impractical. One task in an observational study is to adjust for visible pretreatment differences between the treated and …
Handbook of Quantile Regression
Av Roger Koenker, Victor Chernozhukov m. fl.
Häftad, 2020
823 kr
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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 Environmental and Ecological Statistics
Av Alan E. Gelfand, Montserrat Fuentes m. fl.
Häftad, 2020
1172 kr
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This handbook focuses on the enormous literature applying statistical methodology and modelling to environmental and ecological processes. The 21st century statistics community has become increasingly interdisciplinary, bringing a large collection of modern tools to all areas of application in …
Handbook of Mixture Analysis
Av Gilles Celeux, Christian P. Robert m. fl.
Häftad, 2020
1012 kr
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Mixture models have been around for over 150 years, and they are found in many branches of statistical modelling, as a versatile and multifaceted tool. They can be applied to a wide range of data: univariate or multivariate, continuous or categorical, cross-sectional, time series, networks, and …
Handbook of Graphical Models
Av Marloes Maathuis, Mathias Drton m. fl.
Häftad, 2020
1012 kr
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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 Approximate Bayesian Computation
Av Scott A. Sisson, Yanan Fan m. fl.
Häftad, 2020
1012 kr
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As the world becomes increasingly complex, so do the statistical models required to analyse the challenging problems ahead. For the very first time in a single volume, the Handbook of Approximate Bayesian Computation (ABC) presents an extensive overview of the theory, practice and application of …
Handbook of Missing Data Methodology
Av Geert Molenberghs, Garrett Fitzmaurice m. fl.
Häftad, 2020
984 kr
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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 …
Handbook of Statistical Methods for Randomized Controlled Trials
Av KyungMann Kim, Frank Bretz m. fl.
Häftad, 2023
1102 kr
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Statistical concepts provide scientific framework in experimental studies, including randomized controlled trials. In order to design, monitor, analyze and draw conclusions scientifically from such clinical trials, clinical investigators and statisticians should have a firm grasp of the requisite …
Handbook of Sharing Confidential Data
Differential Privacy, Secure Multiparty Computation, and Synthetic Data
Av Jörg Drechsler, Daniel Kifer m. fl.
Inbunden, 2024
2588 kr
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Statistical agencies, research organizations, companies, and other data stewards that seek to share data with the public face a challenging dilemma. They need to protect the privacy and confidentiality of data subjects and their attributes while providing data products that are useful for their …
Handbook of Measurement Error Models
Av Grace Y. Yi, Aurore Delaigle m. fl.
Häftad, 2024
1327 kr
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Measurement error arises ubiquitously in applications and has been of long-standing concern in a variety of fields, including medical research, epidemiological studies, economics, environmental studies, and survey research. While several research monographs are available to summarize methods and …
Handbook of Infectious Disease Data Analysis
Av Leonhard Held, Niel Hens m. fl.
Häftad, 2021
1042 kr
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Recent years have seen an explosion in new kinds of data on infectious diseases, including data on social contacts, whole genome sequences of pathogens, biomarkers for susceptibility to infection, serological panel data, and surveillance data. The Handbook of Infectious Disease Data Analysis …
Handbook of Statistical Methods for Precision Medicine
Av Eric Laber, Bibhas Chakraborty m. fl.
Inbunden, 2024
3158 kr
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The statistical study and development of analytic methodology for individualization of treatments is no longer in its infancy. Many methods of study design, estimation, and inference exist, and the tools available to the analyst are ever growing. This handbook introduces the foundations of modern …
Handbook of Multiple Comparisons
Av Xinping Cui, Thorsten Dickhaus m. fl.
Häftad, 2024
1372 kr
Lägg i varukorg
Written by experts that include originators of some key ideas, chapters in the Handbook of Multiple Testing cover multiple comparison problems big and small, with guidance toward error rate control and insights on how principles developed earlier can be applied to current and emerging problems. …
