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Sequential Matching Estimation of Dynamic Causal Models

Lechner, Michael - School of Economics and Political Science, Universität … - 2004

This paper proposes sequential matching and inverse selection probability weighting to estimate dynamic casual effects …. The sequential matching estimators extend simple, matching estimators based on propensity scores for static causal … estimators perform well in small and medium seize samples. Based on the application of the sequential matching estimators to an …

Persistent link: https://www.econbiz.de/10005453920

Sequential Matching Estimation of Dynamic Causal Models

Lechner, Michael - Institute for the Study of Labor (IZA) - 2004

This paper proposes sequential matching and inverse selection probability weighting to estimate dynamic causal effects …. The sequential matching estimators extend simple, matching estimators based on propensity scores for static causal … estimators perform well in small and medium size samples. Based on the application of the sequential matching estimators to an …

Persistent link: https://www.econbiz.de/10005761999

Matching Estimating of Dynamic Treatment Models: Some Practical Issues

Lechner, Michael - School of Economics and Political Science, Universität … - 2006

) proposed matching estimators for this framework. However, many practical issues that might have substantial consequences for … shares many features of data that could be used for an empirical dynamic matching analysis. …

Persistent link: https://www.econbiz.de/10005200677

Identification of Effects of Dynamic Treatments with a Difference-in-Differences Approach

Miquel, Ruth - School of Economics and Political Science, Universität … - 2003

This paper examines the power of a conditional difference-in-differences approach to nonparametrically identify the causal effects of sequences of interventions. In the classical difference-in-differences case, a period previous to the implementation of the intervention is used as a comparison...

Persistent link: https://www.econbiz.de/10005453923

Identification of Dynamic Treatment Effects by Instrumental Variables

Miquel, Ruth - School of Economics and Political Science, Universität … - 2002

This paper considers the problem of the identification of causal effects using instrumental variables. We are interested in the effects of some treatments on certain outcomes. First, we consider that a participation in a treatment or a program is only possible one time but we have the choice...

Persistent link: https://www.econbiz.de/10005797662

Correlation and efficiency of propensity score-based estimators for average causal effects

Pingel, Ronnie; Waernbaum, Ingeborg - Institutet för Arbetsmarknads- och Utbildningspolitisk … - 2015

matching, inverse probability weighting and doubly robust estimators change under the case of correlated covariates …

Persistent link: https://www.econbiz.de/10011168915

Evaluation der Eingliederungseffekte von Arbeitsbeschaffungsmaßnahmen in reguläre Beschäftigung für Teilnehmer in Deutschland

Caliendo, Marco; Hujer, Reinhard; Thomsen, Stephan L. - Zentrum für Europäische Wirtschaftsforschung (ZEW) - 2004

bis Dezember 2002. Unter Verwendung von Matching- Methoden auf dem Ansatz potenzieller Ergebnisse werden die Effekte von …

Persistent link: https://www.econbiz.de/10005097951

A Microeconometric Evaluation of Active Labour Market Policy in Switzerland

Gerfin, Michael; Lechner, Michael - C.E.P.R. Discussion Papers - 2001

informative data originating from administrative records. Using a matching estimator for multiple programmes, we find positive …

Persistent link: https://www.econbiz.de/10005666683

The microeconometric estimation of treatment effects—An overview

Caliendo, Marco; Hujer, Reinhard - In: AStA Advances in Statistical Analysis 90 (2006) 1, pp. 199-215

Persistent link: https://www.econbiz.de/10005598070

The Microeconometric Estimation of Treatment Effects - An Overview

Caliendo, Marco; Hujer, Reinhard - Institute for the Study of Labor (IZA) - 2005

The need to evaluate the performance of active labour market policies is not questioned any longer. Even though OECD countries spend significant shares of national resources on these measures, unemployment rates remain high or even increase. We focus on microeconometric evaluation which has to...

Persistent link: https://www.econbiz.de/10005762283