Introduces generalized linear models for bounded and limited variables to help researchers avoid misestimation
Includes worked examples and real datasets from multiple disciplines for practical learning
Discusses models for both singly and doubly bounded variables, including quantile regression and censored/ truncated models
Provides detailed explanations and access to data, software code, and models on an accompanying website
Accessible and up-to-date presentation suitable for applied researchers and students
Summarized by Shop
The 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
Book Cover Type
Paperback
Genre
Business, Education
Language Version
English
Target Audience
Adults
Software Used
R, SAS, Stata
Table of Contents
6 chapters including introduction, singly and doubly bounded models, quantile models, censored and truncated variables, extensions, and conclusions