An Introduction to Generalized Linear Models, Third Edition (Chapman & Hall/CRC Texts in Statistical Science)

An Introduction to Generalized Linear Models, Third Edition (Chapman & Hall/CRC Texts in Statistical Science)

Continuing to emphasize numerical and graphical methods, An Introduction to Generalized Linear Models, Third Edition provides a cohesive framework for statistical modeling. This new edition of a bestseller has been updated with Stata, R, and WinBUGS code as well as three new chapters on Bayesian analysis. Like its predecessor, this edition presents the theoretical background of generalized linear models (GLMs) before focusing on methods for analyzing particular kinds of data. It covers normal, Poisson, and binomial distributions; linear regression models; classical estimation and model fitting methods; and frequentist methods of statistical inference. After forming this foundation, the authors explore multiple linear regression, analysis of variance (ANOVA), logistic regression, log-linear models, survival analysis, multilevel modeling, Bayesian models, and Markov chain Monte Carlo (MCMC) methods. Using popular statistical software programs, this concise and accessible text illustrates practical approaches to estimation, model fitting, and model comparisons. It includes examples and exercises with complete data sets for nearly all the models covered.

  • Brand: imusti
  • ASIN: 1584889500
  • UPC: 001584889500

INTRODUCTION TO GENERALIZED LINEAR MODELS, 3RD EDITION

INTRODUCTION TO GENERALIZED LINEAR MODELS, 3RD EDITION

Introduces GLMs in a way that enables readers to understand the unifying structure that underpins them Discusses common concepts and principles of advanced GLMs, including nominal and ordinal regression, survival analysis, and longitudinal analysis Connects Bayesian analysis and MCMC methods to fit GLMs Contains numerous examples from business, medicine, engineering, and the social sciences Provides the example code for R, Stata, and WinBUGS to encourage implementation of the methods Offers the data sets and solutions to the exercises online Summary Continuing to emphasize numerical and graphical methods, An Introduction to Generalized Linear Models, Third Edition provides a cohesive framework for statistical modeling. This new edition of a bestseller has been updated with Stata, R, and WinBUGS code as well as three new chapters on Bayesian analysis.

  • ASIN: 1138628034

An Introduction to Generalized Linear Models, Fourth Edition (Chapman & Hall/CRC Texts in Statistical Science)

An Introduction to Generalized Linear Models, Fourth Edition (Chapman & Hall/CRC Texts in Statistical Science)

This is the fourth edition of a hugely successful textbook on Generalized Linear Models (GLMs). It has been adopted around the world in various departments, including statistics, public health, social sciences, etc. The new edition has been updated with a new chapter on GLMs for Big Data, and other updates throughout. The examples and exercises have all been expanded and enhanced to ensure this remains the leading textbook in the area.

  • ASIN: 1138741515

Introduction to Statistical Modelling

Introduction to Statistical Modelling

This book is about generalized linear models as described by NeIder and Wedderburn (1972). This approach provides a unified theoretical and computational framework for the most commonly used statistical methods: regression, analysis of variance and covariance, logistic regression, log-linear models for contingency tables and several more specialized techniques. More advanced expositions of the subject are given by McCullagh and NeIder (1983) and Andersen (1980). The emphasis is on the use of statistical models to investigate substantive questions rather than to produce mathematical descriptions of the data. Therefore parameter estimation and hypothesis testing are stressed. I have assumed that the reader is familiar with the most commonly used statistical concepts and methods and has some basic knowledge of calculus and matrix algebra. Short numerical examples are used to illustrate the main points. In writing this book I have been helped greatly by the comments and criticism of my students and colleagues, especially Anne Young. However, the choice of material, and the obscurities and errors are my responsibility and I apologize to the reader for any irritation caused by them. For typing the manuscript under difficult conditions I am grateful to Anne McKim, Jan Garnsey, Cath Clay...

  • Brand: Annette J Dobson
  • ASIN: 0412248603

Access Card for Online Study Guide to Accompany An Introduction to Generalized Linear Models

Access Card for Online Study Guide to Accompany An Introduction to Generalized Linear Models

A study tool companion to your textbook or eBook. Makes your study time more efficient by focusing on the topics you where need the most help. Proven to help students earn a better grade in their courses. Before You Buy: This is an online third party study guide to accompany AP Physical geography and is not meant for submitting homework assignments. This product does not accept a course key. If one was provided to you, this is not the correct product.

  • ASIN: B01N63RWLI

An Introduction to Generalized Linear Models, Third Edition by Annette J. Dobson (May 12 2008)

An Introduction to Generalized Linear Models, Third Edition by Annette J. Dobson (May 12 2008)

  • ASIN: B00DEK432Y

Access Card for Interactive Labs with Chapter Highlights for: An Introduction to Generalized Linear Models by Annette J. Dobson

Access Card for Interactive Labs with Chapter Highlights for: An Introduction to Generalized Linear Models by Annette J. Dobson

All the core content from the text rewritten in bulletized form for cut-to-the-chase mastery of the subject. Includes all objective testable terms, concepts, persons, places and events in browser based e-book format. Not just the facts, but interactive problem solving labs to ensure you master the concepts as well. True experiential learning. Lab tools allow for thread-like collaboration among classmates and friends. Use with or instead of the textbook. Includes pre-made flashcards, and practice tests in true or false, multiple choice, mastery, or completion formats. Powell study guides and labs run in any modern browser on any device. Registrations are not transferable. Appropriate for > Descriptive Statistics > Probability > Inferential Statistics

  • ASIN: B01LVTI0G3

An Introduction to Generalized Linear Models, Third Edition (Chapman & Hall/CRC Texts in Statistical Science)

An Introduction to Generalized Linear Models, Third Edition (Chapman & Hall/CRC Texts in Statistical Science)

Continuing to emphasize numerical and graphical methods, An Introduction to Generalized Linear Models, Third Edition provides a cohesive framework for statistical modeling. This new edition of a bestseller has been updated with Stata, R, and WinBUGS code as well as three new chapters on Bayesian analysis. Like its predecessor, this edition presents the theoretical background of generalized linear models (GLMs) before focusing on methods for analyzing particular kinds of data. It covers normal, Poisson, and binomial distributions; linear regression models; classical estimation and model fitting methods; and frequentist methods of statistical inference. After forming this foundation, the authors explore multiple linear regression, analysis of variance (ANOVA), logistic regression, log-linear models, survival analysis, multilevel modeling, Bayesian models, and Markov chain Monte Carlo (MCMC) methods. Using popular statistical software programs, this concise and accessible text illustrates practical approaches to estimation, model fitting, and model comparisons. It includes examples and exercises with complete data sets for nearly all the models covered.

  • ASIN: 1439889198

Introduction Generalized Linear Model ED2 (Chapman & Hall Statistics Text) by Annette J. Dobson (1990-02-08)

Introduction Generalized Linear Model ED2 (Chapman & Hall Statistics Text) by Annette J. Dobson (1990-02-08)

  • ASIN: B01A1MXOIG

An Introduction to Generalized Linear Models, First Edition (Chapman & Hall Statistics Text Series) by Annette J. Dobson (1-Feb-1990) Paperback

An Introduction to Generalized Linear Models, First Edition (Chapman & Hall Statistics Text Series) by Annette J. Dobson (1-Feb-1990) Paperback

  • ASIN: B013J9KI46
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Generalized linear model

Generalized Linear Models Dobson

In statistics, the generalized linear model (GLM) is a flexible generalization of ordinary linear regression that allows for response variables that have error distribution models other than a normal distribution. The GLM generalizes linear regression by allowing the linear model to be related to...

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Generalized Linear Models Dobson

A research done by UW-Platteville electrical engineering students, here I have only uploaded my own part of the presentation.

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