Parametric and semiparametric estimation and testing of age effects in selection models: The Philippine case

In this paper, the adequacy of the usual parametric selection models evaluated in terms of the validity of the assumed link and index functional specifications is investigated using non-parametric-based test procedures. Utilizing the said procedures, the study verifies whether the specifications of...

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Main Author: Dacuycuy, Lawrence B.
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Published: Animo Repository 2021
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Online Access:https://animorepository.dlsu.edu.ph/faculty_research/4166
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Institution: De La Salle University
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spelling oai:animorepository.dlsu.edu.ph:faculty_research-51592021-12-01T07:08:18Z Parametric and semiparametric estimation and testing of age effects in selection models: The Philippine case Dacuycuy, Lawrence B. In this paper, the adequacy of the usual parametric selection models evaluated in terms of the validity of the assumed link and index functional specifications is investigated using non-parametric-based test procedures. Utilizing the said procedures, the study verifies whether the specifications of age in sectoral participation equations is linear, instead of the usual practice of automatically resorting to the quadratic functional form. Using the 1998 Annual poverty indicators survey, the study finds that at higher levels of bandwidth, the logit link appears to be more valid relative to the probit link, a key result that requires a careful assessment 2021-12-03T02:01:39Z text https://animorepository.dlsu.edu.ph/faculty_research/4166 Faculty Research Work Animo Repository Wages—Estimates—Philippines Linear models (Statistics) Economics
institution De La Salle University
building De La Salle University Library
continent Asia
country Philippines
Philippines
content_provider De La Salle University Library
collection DLSU Institutional Repository
topic Wages—Estimates—Philippines
Linear models (Statistics)
Economics
spellingShingle Wages—Estimates—Philippines
Linear models (Statistics)
Economics
Dacuycuy, Lawrence B.
Parametric and semiparametric estimation and testing of age effects in selection models: The Philippine case
description In this paper, the adequacy of the usual parametric selection models evaluated in terms of the validity of the assumed link and index functional specifications is investigated using non-parametric-based test procedures. Utilizing the said procedures, the study verifies whether the specifications of age in sectoral participation equations is linear, instead of the usual practice of automatically resorting to the quadratic functional form. Using the 1998 Annual poverty indicators survey, the study finds that at higher levels of bandwidth, the logit link appears to be more valid relative to the probit link, a key result that requires a careful assessment
format text
author Dacuycuy, Lawrence B.
author_facet Dacuycuy, Lawrence B.
author_sort Dacuycuy, Lawrence B.
title Parametric and semiparametric estimation and testing of age effects in selection models: The Philippine case
title_short Parametric and semiparametric estimation and testing of age effects in selection models: The Philippine case
title_full Parametric and semiparametric estimation and testing of age effects in selection models: The Philippine case
title_fullStr Parametric and semiparametric estimation and testing of age effects in selection models: The Philippine case
title_full_unstemmed Parametric and semiparametric estimation and testing of age effects in selection models: The Philippine case
title_sort parametric and semiparametric estimation and testing of age effects in selection models: the philippine case
publisher Animo Repository
publishDate 2021
url https://animorepository.dlsu.edu.ph/faculty_research/4166
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