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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

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

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

Microeconometric Evaluation of the Active Labour Market Policy in Switzerland

Gerfin, Michael; Lechner, Michael - Institute for the Study of Labor (IZA) - 2000

and social security records. We apply a matching estimator adapted for the case of multiple programmes. We find …

Persistent link: https://www.econbiz.de/10005762319

New Evidence on the Effects of Job Creation Schemes in Germany – A Matching Approach with Threefold Heterogeneity

Hujer, Reinhard; Caliendo, Marco; Thomsen, Stephan - Institute for the Study of Labor (IZA) - 2003

justifies the application of a matching estimator but also allows to take account of threefold heterogeneity. The recently …

Persistent link: https://www.econbiz.de/10005762428

mhbounds - Sensitivity Analysis for Average Treatment Effects

Becker, Sascha O.; Caliendo, Marco - Institute for the Study of Labor (IZA) - 2007

Matching has become a popular approach to estimate average treatment effects. It is based on the conditional … matching estimators are not robust. We address this problem with the bounding approach proposed by Rosenbaum (2002), where … to undermine the implications of the matching analysis. …

Persistent link: https://www.econbiz.de/10005700879

Identification and Estimation of Causal Effects of Multiple Treatments Under the Conditional Independence Assumption

Lechner, Michael - Institute for the Study of Labor (IZA) - 1999

the approach retains its basic simplicity. The paper also outlines a matching estimator potentially suitable in that …

Persistent link: https://www.econbiz.de/10005703058

The Estimation of Multi-dimensional Fixed Effects Panel Data Models

Balazsi, Laszlo; Matyas, Laszlo; Wansbeek, Tom J. - CESifo - 2015

The paper introduces the appropriate within estimators for the most frequently used three-dimensional fixed effects panel data models. It analyzes the behavior of these estimators in the cases of no self-flow data, unbalanced data, and dynamic autoregressive models. The main results are then...

Persistent link: https://www.econbiz.de/10011202965