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Estimation of Competing Risks Duration Models with Unobserved Heterogeneity Using hsmlogit
Troncoso-Ponce, David - 2018
This article presents hsmlogit, a new Stata command that estimates multispells discrete time competing risks duration models with unobserved heterogeneity. hsmlogit allows for the estimation of one, two and up to three competing risks, as well as a maximum of ve points of support for the...
Persistent link: https://www.econbiz.de/10012928753
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Does the estimation of the propensity score by machine learning improve matching estimation? : the case of Germany's programmes for long term unemployed
Goller, Daniel; Lechner, Michael; Moczall, Andreas; … - 2020
Propensity Score Matching-Schätzer sind ein zentrales Tool, um Wirkungen aktiver Arbeitsmarktpolitik mit …Matching-type estimators using the propensity score are the major workhorse in active labour market policy evaluation … of average treatment effects on the treated using a radius matching framework. Considering two popular methods, the …
Persistent link: https://www.econbiz.de/10012165548
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Does the estimation of the propensity score by machine learning improve matching estimation? : the case of Germany's programmes for long term unemployed
Goller, Daniel; Lechner, Michael; Moczall, Andreas; … - 2019
Matching-type estimators using the propensity score are the major workhorse in active labour market policy evaluation … of average treatment effects on the treated using a radius matching framework. Considering two popular methods, the …
Persistent link: https://www.econbiz.de/10012060603
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How sensitive are matching estimates of active labor market policy effects to typically unobserved confounders?
Tübbicke, Stefan - In: Journal for labour market research 57 (2023) 1, pp. 1-16
) matching estimates of Active Labor Market Policies (ALMPs) based on the selection-on-observables assumption are to typically … confounders. However, results also show that matching on the PS using only typically observed covariates reduces imbalance in … matching approach based on rich and high quality administrative data appears to be sufficient to obtain estimates that are …
Persistent link: https://www.econbiz.de/10014366170
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Does the Estimation of the Propensity Score by Machine Learning Improve Matching Estimation? The Case of Germany's Programmes for Long Term Unemployed
Goller, Daniel - 2019
Matching-type estimators using the propensity score are the major workhorse in active labour market policy evaluation … of average treatment effects on the treated using a radius matching framework. Considering two popular methods, the …
Persistent link: https://www.econbiz.de/10012863828
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Self-employment grants vs. subsidized employment : is there a difference in the re-unemployment risk?
Carling, Kenneth; Gustafson, Lena - 1999
Self-employment grants and employment subsidies are active labor market programs that aim at helping unemployed workers to escape unemployment by becoming self-employed or being hired at an initially reduced cost for the employer. In Sweden in the 1990's the participation rate in the...
Persistent link: https://www.econbiz.de/10011571874
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Unobservable, but unimportant? : the influence of personality traits (and other usually unobserved variables) for the estimation of treatment effects ; conference paper
Caliendo, Marco; Mahlstedt, Robert; Mitnik, Oscar A. - 2014 - Preliminary version, this draft: February 28, 2014
A large and highly used number of treatment effects estimators rely on the unconfoundedness assumption ("selection on observables") which is fundamentally non testable. When evaluating the effects of labor market policies, researchers need to observe both variables that affect treatment...
Persistent link: https://www.econbiz.de/10010487253
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Consistent estimation of the fixed effects ordered logit model
Baetschmann, Gregori; Staub, Kevin E.; Winkelmann, Rainer - 2011
The paper re-examines existing estimators for the panel data fixed effects ordered logit model, proposes a new one, and … effect of unemployment on life satisfaction. -- ordered response ; panel data ; correlated heterogeneity ; incidental …
Persistent link: https://www.econbiz.de/10009236781
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Consistent estimation of the fixed effects ordered logit model
Baetschmann, Gregori; Staub, Kevin E.; Winkelmann, Rainer - 2011
The paper re-examines existing estimators for the panel data fixed effects ordered logit model, proposes a new one, and … effect of unemployment on life satisfaction. -- ordered response ; panel data ; correlated heterogeneity ; incidental …
Persistent link: https://www.econbiz.de/10009125046
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Consistent Estimation of the Fixed Effects Ordered Logit Model
Baetschmann, Gregori - 2011
The paper re-examines existing estimators for the panel data fixed effects ordered logit model, proposes a new one, and …
Persistent link: https://www.econbiz.de/10013131160