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1by Lechner, Michael“...Uncovering the heterogeneity of causal effects of policies and business decisions at various levels of granularity provides substantial value to decision...”
01.12.2018
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2“...We investigate heterogenous employment effects of Flemish training programmes. Based on administrative individual data, we analyse programme effects at various...”
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3“...We investigate the finite sample performance of causal machine learning estimators for heterogeneous causal effects at different aggregation levels. We employ...”
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4“...Matching-type estimators using the propensity score are the major workhorse in active labour market policy evaluation. This work investigates if machine...”
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5“...This paper assesses the performance of common estimators adjusting for differences in covariates, such as matching and regression, when faced with so-called...”
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6“...This study analyses the effects of regular physical education at school on cognitive skills, non-cognitive skills, motor skills, physical activity, and health...”
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7“...We systematically investigate the effect heterogeneity of job search programmes for unemployed workers. To investigate possibly heterogeneous employment...”
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18by Lechner, Michael Published in Journal of health economics (2009)“...This microeconometric study analyzes the effects of individual leisure sports participation on long-term labour market variables, health and subjective...”
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19by Lechner, Michael Published in Journal of business & economic statistics (01.01.2009)“...This article reviews inverse selection probability weighting to estimate dynamic causal effects. A distribution theory based on sequential generalized method...”
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20“...We investigate the finite sample properties of a large number of estimators for the average treatment effect on the treated that are suitable when adjustment...”