Regression Models Censored, Sample-Selected, or Truncated Data

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  • Engels
  • Paperback
  • 9780803957107
  • 29 februari 1996
  • 80 pagina's
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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 censored, sample-selected and truncated data.





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.


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Taal
en
Bindwijze
Paperback
Oorspronkelijke releasedatum
29 februari 1996
Aantal pagina's
80
Illustraties
Met illustraties

Betrokkenen

Hoofdauteur
Richard Breen
Tweede Auteur
Breen
Hoofdredacteur
Richard Breen
Hoofduitgeverij
Sage Publications Inc

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Editie
illustrated edition
Extra groot lettertype
Nee
Product breedte
136 mm
Product hoogte
7 mm
Product lengte
216 mm
Studieboek
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Verpakking breedte
142 mm
Verpakking hoogte
215 mm
Verpakking lengte
12 mm
Verpakkingsgewicht
154 g

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9780803957107

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