Statistical Models for the Social and Behavioral Sciences: Multiple Regression and Limited-Dependent Variable Models
Language: English
Published by Praeger Pub Text, 1998
- Hardcover
- New
Seller: Revaluation Books, Exeter, United KingdomRevaluation Books
AbeBooks seller since January 6, 2003
Condition: New
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185 pages. 9.50x6.50x0.75 inches. In Stock.
Seller Inventory # x-0275953165
- Title
- Statistical Models for the Social and Behavioral Sciences: Multiple Regression and Limited-Dependent Variable Models
- Author
- Crown, William H.
- Publisher
- Praeger Pub Text
- Publication year
- 1998
- Condition
- Brand New
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 0275953165
- ISBN 13
- 9780275953164
- Item weight
- 0.8 kilograms
One of the key objectives of this book is to translate the results from the econometrics literature into language that policy analysts from other disciplines can understand easily. A second objective is to present a discussion of so-called limited-dependent variable models. One of the assumptions of the regression model is that the dependent variable is measured on an interval scale. But often the dependent variable of interest is discrete or categorical. Whether someone is in poverty or, whether they are working full-time, part-time, or out of the labor force, marital status—all are examples of categorical variables that might be of policy interest. Moreover, the growing availability of large-scale public use data sets containing information on individuals and families has heightened the relevance of categorical variables in policy analysis. The mathematical preparation required to understand procedures for estimating categorical models is, however, even more daunting than that for fully understanding and using the regression model. As with the theoretical development of the regression model, most presentations of categorical models, such as Logit and Probit, are to be found in econometric literature. Moreover, this literature offers little in the way of practical advice on how to estimate and interpret model results. This book is the first to present a detailed and accessible discussion of multiple regression and limited-dependent variable models in the context of policy analysis. As such it will be an invaluable resource for most scholars, researchers, and students in the social and behavioral sciences.
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Revaluation Books
Exeter, United Kingdom
AbeBooks seller since January 6, 2003
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