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Rank estimation of a transformation model with observed truncation

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Author Info
JASON ABREVAYA

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Abstract

This paper introduces rank estimators for a general transformation model with observable truncation points. The estimators, which are modified versions of the rank estimators of Han (1987) and Cavanagh and Sherman (1998), are asymptotically normal and require no bandwidth choice. Log-concavity of the error disturbance?s survival function is a sufficient condition for the associated monotonicity conditions. Monte Carlo simulations investigate the estimators? behavior for various sample sizes.

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Publisher Info
Article provided by Royal Economic Society in its journal The Econometrics Journal.

Volume (Year): 2 (1999)
Issue (Month): 2 ()
Pages: 292-305
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Handle: RePEc:ect:emjrnl:v:2:y:1999:i:2:p:292-305

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Related research
Keywords: Truncated data; Transformation model; Rank estimation.;

Cited by:
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  1. Subbotin, Viktor, 2007. "Asymptotic and bootstrap properties of rank regressions," MPRA Paper 9030, University Library of Munich, Germany, revised 20 Mar 2008. [Downloadable!]
  2. Subbotin, Viktor, 2008. "Essays on the econometric theory of rank regressions," MPRA Paper 14086, University Library of Munich, Germany. [Downloadable!]
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This page was last updated on 2009-11-27.


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