Regression Models: Censored, Sample Selected, or Truncated Data
Language: English
Published by SAGE PUBN, 1996
Series: Book 82 of 194 - Quantitative Applications in the Social Sciences
- Softcover
- New
Condition: New
£ 42.64
Quantity: Over 20 available
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Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. What techniques can social scientists use when an outcome variable for a sample is not representative of the population for whom they would like to generalize the results? This book provides an introduction to regression models for such data including censo.
Seller Inventory # 595011950
- Title
- Regression Models: Censored, Sample Selected, or Truncated Data
- Author
- Breen, Richard
- Publisher
- SAGE PUBN
- Publication year
- 1996
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 0803957106
- ISBN 13
- 9780803957107
- Series
- Book 82 of 194: Quantitative Applications in the Social Sciences
What techniques can social scientists use when an outcome variable for a sample (for example, y) is not representative of the population for which generalized results are preferred? Author Richard Breen provides an introduction to regression models for such data, including censored, sample-selected, and truncated data. Regression Models begins with a discussion of the Tobit model and examines issues such as maximum likelihood estimation and the interpretation of parameters. The author next discusses the basic sample selection model and the truncated regression model. Elaborating on the modeling of censored and sample-selected data via maximum likelihood, he shows the close links between the models introduced and other regression models for non-continuous dependent variables, such as the ordered probit. Concluding with an exploration of some of the criticisms of these approaches and difficulties associated with them, this volume gives readers a guide to the practical utility of these models.
"Synopsis" may belong to another edition of this title.
About the Author
My research interests are social stratification and inequality, and the application of formal models in the social sciences.
"About the title" may belong to another edition of this title.
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