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Estimation under length-bias and right-censoring: An application to unemployment duration analysis for married women

Jacobo De UNA-ALvarez, M. Soledad Otero-GirALdez and Gema ALvarez-Llorente
Authors registered in the RePEc Author Service: Mª Soledad Otero Giráldez

Journal of Applied Statistics, 2003, vol. 30, issue 3, 283-291

Abstract: In this work we analyse unemployment duration for married women in Spain, using the Labour Force Survey (LFS) of the Spanish Institute for Statistics, 1987-1997. Consistent non-parametric estimation of the unemployment survival function is provided. Since the available data are length- biased, a suitable correction of the Kaplan-Meier product-limit estimator is motivated and used for the referred analysis. The accuracy of parametric models is checked by means of goodness-of-fit plots--a graphical tool that requires preliminary estimation of the survival. Structural features of the associated hazard (as monotonicity and unimodality) are explored.

Date: 2003
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DOI: 10.1080/0266476022000030066

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