Glasgow, Garrett
Interpreting Discrete Choice Models (Elements in Quantitative and Computational Methods for the Social Sciences)
- ISBN 13:
- 9781108819404
- author:
- Glasgow, Garrett
- format:
- Paperback
- publisher:
- Cambridge University Press
- language:
- English
- Publication Year:
- 2022
- Pages:
- 75
- Dimensions:
- 22.8 x 15.1 x 0.5 centimetres (0
- Genre:
- Nonfiction, Politics, General,
- Condition:
- New
- Availability:
- Item usually sent within 5 working days
Description
Interpreting Discrete Choice Models by Garrett Glasgow is a comprehensive guide to understanding and interpreting discrete choice models. These models are used in various fields, including political science, social science, and data analytics, to analyze the relationships between independent variables and choice probabilities. The book delves into three common techniques for interpretation: first differences, marginal effects, and elasticities, as well as odds ratios. It also covers concepts related to these techniques and methods to account for estimation uncertainty. The author provides in-depth coverage of various discrete choice models, including binary logits, ordered logits, multinomial logits, conditional logits, and mixed discrete choice models. By mastering the techniques outlined in this book, readers will be able to gain a deeper understanding of their data and make more informed decisions.
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