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Generalized Linear Models for Bounded and Limited Quantitative Variables

Language EnglishEnglish
Book Paperback
Book Generalized Linear Models for Bounded and Limited Quantitative Variables Michael Smithson
Libristo code: 22609517
Publishers SAGE Publications Inc, December 2019
This book introduces researchers and students to the concepts and generalized linear models for anal... Full description
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This book introduces researchers and students to the concepts and generalized linear models for analyzing quantitative random variables that have one or more bounds. Examples of bounded variables include the percentage of a population eligible to vote (bounded from 0 to 100), or reaction time in milliseconds (bounded below by 0). The human sciences deal in many variables that are bounded. Ignoring bounds can result in misestimation and improper statistical inference. Michael Smithson and Yiyun Shou′s book brings together material on the analysis of limited and bounded variables that is scattered across the literature in several disciplines, and presents it in a style that is both more accessible and up-to-date. The authors provide worked examples in each chapter using real datasets from a variety of disciplines. The software used for the examples include R, SAS, and Stata. The data, software code, and detailed explanations of the example models are available on an accompanying website.

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About the book

Full name Generalized Linear Models for Bounded and Limited Quantitative Variables
Language English
Binding Book - Paperback
Date of issue 2019
Number of pages 136
EAN 9781544334530
ISBN 1544334532
Libristo code 22609517
Weight 170
Dimensions 217 x 142 x 12
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