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Estimation in a Duration Model for Evaluating Educational Programs

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Author Info
Brännäs, Kurt () (Department of Economics, Umeå University)

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Abstract

The paper proposes two estimation approaches for duration models that are subject to right censored observations and selection effects. Main focus is on accelerated duration models and the estimators are of the limited information type, i.e. they are not based on a fully specified selection model. The estimators are instrumental variable adaptations to the Powell symmetrically trimmed least squares and the Buckley-James estimators for right censored data. In a small Monte Carlo study they are found to perform well. Empirical results are presented for total time outside the unemployment state for participants in the Swedish Adult Education Initiative and labour market training. The latter ones are included as controls and are found to have significantly longer times outside the unemployment state. There are strong indications of selection effects.

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Publisher Info
Paper provided by Umeå University, Department of Economics in its series Umeå Economic Studies with number 521.

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Length: 24 pages
Date of creation: 12 Jan 2000
Date of revision:
Handle: RePEc:hhs:umnees:0521

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Postal: Department of Economics, Umeå University, S-901 87 Umeå, Sweden
Phone: 090 - 786 61 42
Fax: 090 - 77 23 02
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Web page: http://www.econ.umu.se/
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Related research
Keywords: Buckley-James: Powell; censoring; selection; instrumental variable; adult education initiative;

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Find related papers by JEL classification:
C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Semiparametric and Nonparametric Methods
C24 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Truncated and Censored Models
I20 - Health, Education, and Welfare - - Education - - - General
J64 - Labor and Demographic Economics - - Mobility, Unemployment, and Vacancies - - - Unemployment: Models, Duration, Incidence, and Job Search

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  1. Richardson, Katarina & van den Berg, Gerard J, 2008. "Duration dependence versus unobserved heterogeneity in treatment effects: Swedish labor market training and the transition rate to employment," Working Paper Series 2008:7, IFAU - Institute for Labour Market Policy Evaluation. [Downloadable!]
  2. Richardson, Katarina & van den Berg, Gerard J, 2006. "Swedish Labour Market Training and the Duration of Unemployment," CEPR Discussion Papers 5895, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
    Other versions:
  3. Stenberg, Anders, 2002. "Comprehensive Education for the Unemployed - Evaluating the Effectson Unemployment of the Adult Education Initiative in Sweden (Kunskapslyftet)(Kunskapslyftet)," UmeÃ¥ Economic Studies 579, Umeå University, Department of Economics, revised 07 May 2003. [Downloadable!]
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