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Consistent estimation of panel data sample selection models

Baltagi, Badi H.; Jiménez-Martín, Sergi; Labeaga, José M. - 2023

The properties of classical panel data estimators including fixed effect, first-differences, random effects, and … generalized method of moments-instrumental variables estimators in both static as well as dynamic panel data models are …

Persistent link: https://www.econbiz.de/10014428011

Wage decompositions using panel data sample selection correction

Oaxaca, Ronald L.; Choe, Chung - 2016

This paper analyzes wage decomposition methodology in the context of panel data sample selection embedded in a … correlated random effects setting. Identification issues unique to panel data are examined for their implications for wage … decompositions. As an empirical example, we apply our methodology to German Socio-Economic Panel (GSOEP) data with which we …

Persistent link: https://www.econbiz.de/10011527578

Start-up success of freelancers : new microeconometric evidence from the German Socio-Economic Panel

Merz, Joachim (contributor); Paic, Peter (contributor) - 2006

revised German Socio-Economic Panel (SOEP) for 1992 until 2002, which allows to incorporate institutional, personal and family … professions ; self-employed ; German Socio-Economic Panel ; rare events logit ; logit ; probit …

Persistent link: https://www.econbiz.de/10003301655

Robust estimation of linear fixed effects panel data models with an application to the exporter productivity premium

Verardi, Vincenzo; Wagner, Joachim - 2010

estimation of the popular linear fixed effects panel data model, and to supply Stata code for it. In an application from the …. -- Robust estimation ; panel data ; outliers ; Stata ; exporter productivity premium …

Persistent link: https://www.econbiz.de/10003962105

IAB employment subsample 1975-1995 : opportunities for analysis provided by the anonymised subsample

Klose, Christoph; Haas, Anette; Bender, Stefan - 2000

version of the basic file covers now the years 1975 to 1995 and contains for the first time information on Eastern Germany for … employment careers without typical problems of longitudinal surveys which do arise in social research (e.g. panel mortality …

Persistent link: https://www.econbiz.de/10011325668

The importance of sampling frequency for estimates of well-being dynamics

Hoskins, Stephen; Johnston, David; Kunz, Johannes; … - 2024

Using a high-frequency panel survey, we examine the sensitivity of estimated self-reported well-being (SWB) dynamics to …

Persistent link: https://www.econbiz.de/10014580720

Please call again : correcting non-response bias in treatment effect models

Behaghel, Luc; Crépon, Bruno; Gurgand, Marc; Le … - 2012

We propose a novel selectivity correction procedure to deal with survey attrition, at the crossroads of the "Heckit" and of the bounding approach of Lee (2009). As a substitute for the instrument needed in sample selectivity correction models, we use information on the number of attempts that...

Persistent link: https://www.econbiz.de/10009575404

The evaluation of community-based interventions : a Monte Carlo study

Augurzky, Boris; Schmidt, Christoph M. - 2001

The evaluation of interventions such as active labor market policies or medical programs by means of a randomized controlled trial is often considered the gold standard. However, randomized experiments might face severe shortcomings especially if performed at the group level. One such problem is...

Persistent link: https://www.econbiz.de/10011400817

The propensity score : a means to an end

Augurzky, Boris; Schmidt, Christoph M. - 2001

Propensity score matching is a prominent strategy to reduce imbalance in observational studies. However, if imbalance is considerable and the control reservoir is small, either one has to match one control to several treated units or, alternatively, discard many treated persons. The first...

Persistent link: https://www.econbiz.de/10011400848

Sample attrition bias in randomized experiments : a tale of two surveys

Behaghel, Luc; Crépon, Bruno; Gurgand, Marc; Le … - 2009

The randomized trial literature has helped to renew the fields of microeconometric policy evaluation by emphasizing identification issues raised by endogenous program participation. Measurement and attrition issues have perhaps received less attention. This paper analyzes the dramatic impact of...

Persistent link: https://www.econbiz.de/10003844972