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Treatment Effect Heterogeneity in Theory and Practice
Angrist, Joshua D. - 2004
estimate the effect of child-bearing on economic and marital outcomes. The application is motivated by American welfare reform … childbearing, but evidence on the impact of childbearing on marital stability and welfare use is more tenuous …
Persistent link: https://www.econbiz.de/10014075949
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How much should we trust linear instrumental variables estimators? An application to family size and children's education
Mogstad, Magne; Wiswall, Matthew - 2009
Many empirical studies specify outcomes as a linear function of endogenous regressors when conducting instrumental variable (IV) estimation. We show that tests for treatment effects, selection bias, and treatment effect heterogeneity are biased if the true relationship is non-linear. These...
Persistent link: https://www.econbiz.de/10010269608
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How Much Should We Trust Linear Instrumental Variables Estimators? An Application to Family Size and Children's Education
Mogstad, Magne - 2009
Many empirical studies specify outcomes as a linear function of endogenous regressors when conducting instrumental variable (IV) estimation. We show that tests for treatment effects, selection bias, and treatment effect heterogeneity are biased if the true relationship is non-linear. These...
Persistent link: https://www.econbiz.de/10013154481
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How much should we trust linear instrumental variables estimators? : an application to family size and children's education
Mogstad, Magne; Wiswall, Matthew - 2009
Many empirical studies specify outcomes as a linear function of endogenous regressors when conducting instrumental variable (IV) estimation. We show that tests for treatment effects, selection bias, and treatment effect heterogeneity are biased if the true relationship is non-linear. These...
Persistent link: https://www.econbiz.de/10003917067
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Treatment effect heterogeneity in theory and practice
Angrist, Joshua D. - 2003
Persistent link: https://www.econbiz.de/10001759211
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Treatment effect heterogeneity in theory and practice
Angrist, Joshua D. (contributor) - 2003 - [Elektronische Ressource]
Persistent link: https://www.econbiz.de/10001784276
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Treatment effect heterogeneity in theory and practice
Angrist, Joshua D. (contributor) - 2003 - [Elektronische Ressource]
Persistent link: https://www.econbiz.de/10002116259
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Treatment effect heterogeneity in theory and practice
Angrist, Joshua D. - In: The economic journal : the journal of the Royal … 114 (2004) 494, pp. C52-83
Persistent link: https://www.econbiz.de/10001979880
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Choosing Wisely : Evaluating Latent Factor Models in the Presence of a Contaminated Instrumental Variable with Varying Strength
Banerjee, Souvik; Basu, Anirban; Das, Shubham - National Bureau of Economic Research - 2025
Causal inference methods are widely used in empirical research; however, there is a paucity of evidence on the properties of shared latent factor estimators in the presence of contaminated instrumental variable (IV) when a strong IV may not be available. We present a theoretical formulation to...
Persistent link: https://www.econbiz.de/10015361496
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Treatment Effect Heterogeneity in Theory and Practice
Angrist, Joshua D. - 2021
economic and marital outcomes for mothers with two or more children. The application is motivated by welfare reform, which … penalizes further childbearing by welfare mothers on the grounds that more children make continued poverty and welfare receipt … consequence of additional childbearing, but evidence on the impact of childbearing on marital stability and welfare use is more …
Persistent link: https://www.econbiz.de/10013219964