Generalized linear models for bounded and limited quantitative variables / Michael Smithson, Yiyun Shou.

"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...

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Bibliographic Details
Main Authors: Smithson, Michael (Author), Shou, Yiyun (Author)
Format: Ebook
Language:English
Published: Los Angeles, CA : SAGE Publications, Inc., 2020.
Subjects:
Online Access:SAGE
Table of Contents:
  • Models for singly-bounded variables
  • Models for doubly-bounded variables
  • Quantile models for bounded variables
  • Censored and truncated variables
  • Extensions and conclusions.
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