Smithson, Michael
Generalized Linear Models for Bounded and Limited Quantitative Variables
- ISBN 13:
- 9781544334530
- author:
- Smithson, Michael
- format:
- Paperback
- publisher:
- SAGE Publications
- language:
- English
- Publication Year:
- 2019
- Pages:
- 136
- Dimensions:
- 5.50(w) x 8.50(h) x (d)
- Genre:
- Classical Studies Social Research Textbook
- Condition:
- New
- Availability:
- Item usually sent within 4 working days
Description
Generalized Linear Models for Bounded and Limited Quantitative Variables by Michael Smithson and Yiyun Shou provides an accessible introduction to analyzing quantitative variables with bounds. In fields such as the human sciences, researchers often encounter bounded data, which can lead to misestimation if not handled correctly. The book brings together scattered material on limited and bounded variable analysis from various disciplines, presenting it in a clear and up-to-date style. It includes worked examples using real datasets and software such as R, SAS, and Stata, along with detailed explanations of the example models. For those working with bounded data, this book offers practical guidance on how to apply generalized linear models to ensure accurate statistical inference.
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