Estimating Heterogeneous Treatment Effects with Observational Data

Individuals differ not only in their background characteristics but also in how they respond to a particular treatment, intervention, or stimulation. In particular, treatment effects may vary systematically by the propensity for treatment. In this paper, we discuss a practical approach to studying h...

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Veröffentlicht in:	Sociological methodology 2012-08, Vol.42 (1), p.314-347
Hauptverfasser:	Xie, Yu, Brand, Jennie E., Jann, Ben
Format:	Artikel
Sprache:	eng
Schlagworte:	Attendance Children College attendance Control units Economic models Estimation methods Estimators Female fertility Females Fertility Inference Inference and Causality Intervention Medical treatment Observational research Population Probability Regression analysis Sociological methodology Sociology Statistical methods Studies Womens education
Online-Zugang:	Volltext
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