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Endogeneity and Non-Response Bias in Treatment Evaluation: Nonparametric Identification of Causal Effects by Instruments
Fricke, Hans; Frölich, Markus; Huber, Martin; Lechner, … - 2015
endogeneity and attrition/non-response bias, using two instrumental variables. Making use of a discrete instrument for the … treatment and a continuous instrument for non-response/attrition, we identify the average treatment effect on compliers as well … training) and attrition are instrumented by randomized cash incentives paid out conditional on gym visits and by a cash lottery …
Persistent link: https://www.econbiz.de/10011401691
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Endogeneity and non-response bias in treatment evaluation : nonparametric identification of causal effects by instruments
Fricke, Hans; Frölich, Markus; Huber, Martin; Lechner, … - 2015
endogeneity and attrition/non-response bias, using two instrumental variables. Making use of a discrete instrument for the … treatment and a continuous instrument for non-response/attrition, we identify the average treatment effect on compliers as well … training) and attrition are instrumented by randomized cash incentives paid out conditional on gym visits and by a cash lottery …
Persistent link: https://www.econbiz.de/10011348296
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Endogeneity and non-response bias in treatment evaluation : nonparametric identification of causal effects by instruments
Fricke, Hans; Frölich, Markus; Huber, Martin; Lechner, … - 2015
Persistent link: https://www.econbiz.de/10011409080
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Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition
Frölich, Markus; Huber, Martin - 2014
instrument) in multiple periods based on inverse probability weighting. Treatment selection and attrition may depend on both … we find that controlling for attrition considerably affects the effect estimates. …
Persistent link: https://www.econbiz.de/10010333307
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Treatment evaluation with multiple outcome periods under endogeneity and attrition
Frölich, Markus; Huber, Martin - 2014
Persistent link: https://www.econbiz.de/10010242778
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Treatment evaluation with multiple outcome periods under endogeneity and attrition
Frölich, Markus; Huber, Martin - 2014
instrument) in multiple periods based on inverse probability weighting. Treatment selection and attrition may depend on both … we find that controlling for attrition considerably affects the effect estimates. …
Persistent link: https://www.econbiz.de/10010249397
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Treatment evaluation with multiple outcome periods under endogeneity and attrition
Frölich, Markus; Huber, Martin - School of Economics and Political Science, Universität … - 2014
instrument) in multiple periods based on inverse probability weighting. Treatment selection and attrition may depend on both … we find that controlling for attrition considerably affects the effect estimates. …
Persistent link: https://www.econbiz.de/10011278891
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Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition
Frölich, Markus; Huber, Martin - Institute for the Study of Labor (IZA) - 2014
instrument) in multiple periods based on inverse probability weighting. Treatment selection and attrition may depend on both … we find that controlling for attrition considerably affects the effect estimates. …
Persistent link: https://www.econbiz.de/10010747353
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Microeconomic models with latent variables: Applications of measurement error models in empirical industrial organization and labor economics
Hu, Yingyao - 2015
This paper reviews recent developments in nonparametric identi.cation of mea- surement error models and their applications in applied microeconomics, in particular, in empirical industrial organization and labor economics. Measurement error models describe mappings from a latent distribution to...
Persistent link: https://www.econbiz.de/10011445721
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Microeconomic models with latent variables : applications of measurement error models in empirical industrial organization and labor economics
Hu, Yingyao - 2015
This paper reviews recent developments in nonparametric identi.cation of mea- surement error models and their applications in applied microeconomics, in particular, in empirical industrial organization and labor economics. Measurement error models describe mappings from a latent distribution to...
Persistent link: https://www.econbiz.de/10010469057