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Bayesian Data Analysis, Third Edition
Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzing data and solving research problems. Bayesian Data Analysis, Third Edition continues to take an applied approach to analysis using up-to-date Bayesian methods. The authors—all leaders in the statistics community—introduce basic concepts from a data-analytic perspective before presenting advanced methods. Throughout the text, numerous worked examples drawn from real applications and research emphasize the use of Bayesian inference in practice. New to the Third Edition Four new chapters on nonparametric modeling Coverage of weakly ...
Bayesian Data Analysis, Second Edition
Incorporating new and updated information, this second edition of THE bestselling text in Bayesian data analysis continues to emphasize practice over theory, describing how to conceptualize, perform, and critique statistical analyses from a Bayesian perspective. Its world-class authors provide guidance on all aspects of Bayesian data analysis and include examples of real statistical analyses, based on their own research, that demonstrate how to solve complicated problems. Changes in the new edition include: Stronger focus on MCMC Revision of the computational advice in Part III New chapters on nonlinear models and decision analysis Several additional applied examples from the authors' recent...
JIT Implementation Manual -- The Complete Guide to Just-In-Time Manufacturing
"It is a book for manufacturing companies that are fighting desperately for survival and that will go to any length to improve their factories and overcome the obstacles to success. One could even call this book a ‘bible’ for corporate survival." —Hiroyuki Hirano Known as the JIT bible in Japan, JIT Implementation Manual — The Complete Guide to Just-in-Time Manufacturing presents the genius of Hiroyuki Hirano, a top international consultant with vast experience throughout Asia and the West. Encyclopedic in scope, this six-volume practical reference provides unparalleled information on every aspect of JIT— the waste-eliminating, market-oriented production system. This historic, yet ...
Professional WordPress
An in-depth look at the internals of the WordPress system. As the most popular blogging and content management platform available today, WordPress is a powerful tool. This exciting book goes beyond the basics and delves into the heart of the WordPress system, offering overviews of the functional aspects of WordPress as well as plug-in and theme development. What is covered in this book? WordPress as a Content Management System Hosting Options Installing WordPress Files Database Configuration Dashboard Widgets Customizing the Dashboard Creating and Managing Content Categorizing Your Content Working with Media Comments and Discussion Working with Users Managing, Adding, Upgrading, and Using th...
Anthology of Statistics in Sports
Sport and statistics collide in this collection of articles (from American Statistical Association publications) on using statistics to analyze sport. Most of the articles will be accessible to readers with a general knowledge of statistics. New material from the editors and other notable contributors introduces each section of the book.
The Actual Star
David Mitchell’s Cloud Atlas meets Octavia Butler’s Earthseed series, as acclaimed author Monica Byrne (The Girl in the Road) crafts an unforgettable piece of speculative fiction about where humanity came from, where we are now, and where we’re going—and how, in every age, the same forces that drive us apart also bind us together. "A stone-cold masterpiece."—New Scientist The Actual Star takes readers on a journey over two millennia and six continents—telling three powerful tales a thousand years apart, all of them converging in the same cave in the Belizean jungle. Braided together are the stories of a pair of teenage twins who ascend the throne of a Maya kingdom; a young Americ...
Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives
This book brings together a collection of articles on statistical methods relating to missing data analysis, including multiple imputation, propensity scores, instrumental variables, and Bayesian inference. Covering new research topics and real-world examples which do not feature in many standard texts. The book is dedicated to Professor Don Rubin (Harvard). Don Rubin has made fundamental contributions to the study of missing data. Key features of the book include: Comprehensive coverage of an imporant area for both research and applications. Adopts a pragmatic approach to describing a wide range of intermediate and advanced statistical techniques. Covers key topics such as multiple imputation, propensity scores, instrumental variables and Bayesian inference. Includes a number of applications from the social and health sciences. Edited and authored by highly respected researchers in the area.
A First Course in Bayesian Statistical Methods
A self-contained introduction to probability, exchangeability and Bayes’ rule provides a theoretical understanding of the applied material. Numerous examples with R-code that can be run "as-is" allow the reader to perform the data analyses themselves. The development of Monte Carlo and Markov chain Monte Carlo methods in the context of data analysis examples provides motivation for these computational methods.
Doing Bayesian Data Analysis
Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan, Second Edition provides an accessible approach for conducting Bayesian data analysis, as material is explained clearly with concrete examples. Included are step-by-step instructions on how to carry out Bayesian data analyses in the popular and free software R and WinBugs, as well as new programs in JAGS and Stan. The new programs are designed to be much easier to use than the scripts in the first edition. In particular, there are now compact high-level scripts that make it easy to run the programs on your own data sets. The book is divided into three parts and begins with the basics: models, probability, Bayes' rule, and the R ...
The Fall of Language
In the most comprehensive account to date of Walter Benjamin’s philosophy of language, Alexander Stern explores the nature of meaning by putting Benjamin in dialogue with Wittgenstein. Known largely for his essays on culture, aesthetics, and literature, Walter Benjamin also wrote on the philosophy of language. This early work is famously obscure and considered hopelessly mystical by some. But for Alexander Stern, it contains important insights and anticipates—in some respects surpasses—the later thought of a central figure in the philosophy of language, Ludwig Wittgenstein. As described in The Fall of Language, Benjamin argues that “language as such” is not a means for communicatin...
