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Inequality and Income Dynamics in Germany

Drechsel-Grau, Moritz; Peichl, Andreas; Schmieden, Johannes - 2022

We provide a comprehensive analysis of income inequality and income dynamics for Germany over the last two decades …. Combining personal income tax and social security data allows us for the first time to offer a complete picture of the … German labor market and increasing labor supply. In the second part of the paper, we study the distribution of total income …

Persistent link: https://www.econbiz.de/10014083825

Quantile Treatment Effects in the Regression Discontinuity Design : Process Results and Gini Coefficient

Frölich, Markus - 2014

This paper shows nonparametric identification of quantile treatment effects (QTE) in the regression discontinuity design. The distributional impacts of social programs such as welfare, education, training programs and unemployment insurance are of large interest to economists. QTE are an...

Persistent link: https://www.econbiz.de/10013069679

Endogeneity and Non-Response Bias in Treatment Evaluation : Nonparametric Identification of Causal Effects by Instruments

Fricke, Hans - 2015

This paper proposes a nonparametric method for evaluating treatment effects in the presence of both treatment endogeneity and attrition/non-response bias, using two instrumental variables. Making use of a discrete instrument for the treatment and a continuous instrument for...

Persistent link: https://www.econbiz.de/10013013571

Direct and Indirect Treatment Effects : Causal Chains and Mediation Analysis with Instrumental Variables

Frölich, Markus - 2014

effects (i) of education on health, which may be mediated by income, and (ii) of the Job Corps training program, which may …

Persistent link: https://www.econbiz.de/10013051443

Treatment Evaluation with Multiple Outcome Periods Under Endogeneity and Attrition

Frölich, Markus - 2014

This paper develops a nonparametric methodology for treatment evaluation with multiple outcome periods under treatment endogeneity and missing outcomes. We use instrumental variables, pre-treatment characteristics, and short-term (or intermediate) outcomes to identify the average treatment...

Persistent link: https://www.econbiz.de/10013057921

The Short- and Long-Term Effects of School Choice on Student Outcomes : Evidence from a School Choice Reform in Sweden

Wondratschek, Verena - 2014

This paper evaluates the effects of a major Swedish school choice reform. The reform in 1992 increased school choice and competition among public schools as well as through a large-scale introduction of private schools. We estimate the effects of school choice and competition, using precise...

Persistent link: https://www.econbiz.de/10013060134

Exploiting Regional Treatment Intensity for the Evaluation of Labour Market Policies

Frölich, Markus; Lechner, Michael - 2021

We estimate the effects of active labour market policies (ALMP) on subsequent employment by nonparametric instrumental variables and matching estimators. Very informative administrative Swiss data with detailed regional information are combined with exogenous regional variation in programme...

Persistent link: https://www.econbiz.de/10013317580

The Finite Sample Performance of Semi- and Nonparametric Estimators for Treatment Effects and Policy Evaluation

Frölich, Markus - 2015

This paper investigates the finite sample performance of a comprehensive set of semi- and nonparametric estimators for treatment and policy evaluation. In contrast to previous simulation studies which mostly considered semiparametric approaches relying on parametric propensity score estimation,...

Persistent link: https://www.econbiz.de/10013029647

Unconditional Quantile Treatment Effects Under Endogeneity

Frölich, Markus; Melly, Blaise - 2021

This paper develops IV estimators for unconditional quantile treatment effects (QTE) when the treatment selection is endogenous. In contrast to conditional QTE, i.e. the effects conditional on a large number of covariates X, the unconditional QTE summarize the effects of a treatment for the...

Persistent link: https://www.econbiz.de/10013324857

Identification of Treatment Effects on the Treated with One-Sided Non-Compliance

Frölich, Markus; Melly, Blaise - 2021

Traditional instrumental variable estimators do not generally estimate effects for the treated population but for the unobserved population of compliers. They do identify effects for the treated when there is one-sided perfect non-compliance. However, this property is lost when covariates are...

Persistent link: https://www.econbiz.de/10013324998