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Provedor de dados:  AgEcon
País:  United States
Título:  An Extension of the Blinder-Oaxaca Decomposition Technique to Logit and Probit Models
Autores:  Fairlie, Robert W.
Data:  2006-01-27
Ano:  2003
Palavras-chave:  Logit
Probit
Decomposition
Race
Gender
Discrimination
Research Methods/ Statistical Methods
C8
J7
Resumo:  The Blinder-Oaxaca decomposition technique is widely used to identify and quantify the separate contributions of group differences in measurable characteristics, such as education, experience, marital status, and geographical differences to racial and gender gaps in outcomes. The technique cannot be used directly, however, if the outcome is binary and the coefficients are from a logit or probit model. I describe a relatively simple method of performing a decomposition that uses estimates from a logit or probit model. Expanding on the original application of the technique in Fairlie (1999), I provide a more thorough discussion of how to apply the technique, an analysis of the sensitivity of the decomposition estimates to different parameters, and the calculation of standard errors.
Tipo:  Working or Discussion Paper
Idioma:  Inglês
Identificador:  19615

http://purl.umn.edu/28425
Editor:  AgEcon Search
Relação:  Yale University>Economic Growth Center>Center Discussion Papers
Center Discussion Paper No. 873
Formato:  17

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