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Sharp IV bounds on average treatment effects on the treated and other populations under endogeneity and noncompliance
Názov Sharp IV bounds on average treatment effects on the treated and other populations under endogeneity and noncompliance Aut.údaje Martin Huber, Lukáš Lafférs, Giovanni Mellace Autor Huber Martin (34%)
Spoluautori Lafférs Lukáš 1986- (33%) UMBFP10 - Katedra matematiky
Mellace Giovanni (33%)
Zdroj.dok. Journal of Applied Econometrics. Vol. 32, no. 1 (2017), pp. 56-79. - Hoboken : John Wiley & Sons, 2017 Kľúč.slová monotonicity random variables Jazyk dok. angličtina Krajina Spojené štáty Systematika 51 Anotácia In the presence of an endogenous binary treatment and a valid binary instrument, causal effects are point identified only for the subpopulation of compliers, given that the treatment is monotone in the instrument. With the exception of the entire population, causal inference for further subpopulations has been widely ignored in econometrics. We invoke treatment monotonicity and/or dominance assumptions to derive sharp bounds on the average treatment effects on the treated, as well as on other groups. Furthermore, we use our methods to assess the educational impact of a school voucher program in Colombia and discuss testable implications of our assumptions. Copyright (C) 2015 John Wiley & Sons, Ltd. Kategória publikačnej činnosti ADC Číslo archívnej kópie 39370 Kategória ohlasu FLORES, Carlos. A. - CHEN, Xuan. Average treatment effect bounds with an instrumental variable : theory and practice. Singapore : Springer Singapore, 2018. 104 p. ISBN 978-981-13-2016-3.
SWANSON, Sonja A. - HERNAN, Miguel A. - MILLER, Matthew - ROBINS, James M. - RICHARDSON, Thomas S. Partial identification of the average treatment effect using instrumental variables : review of methods for binary instruments, treatments, and outcomes. In Journal of the American statistical association. ISSN 0162-1459, 2018, vol. 113, no. 522, pp. 933-947.
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CHEN, Xuan - FLORES, Carlos A. - FLORES-LAGUNES, Alfonso. Going beyond LATE: bounding average treatment effects of job corps training. In Journal of human resources. ISSN 0022-166X, 2018, vol. 53, no. 4, pp. 1050-1099.
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Katal.org. BB301 - Univerzitná knižnica Univerzity Mateja Bela v Banskej Bystrici Báza dát xpca - PUBLIKAČNÁ ČINNOSŤ Odkazy PERIODIKÁ-Súborný záznam periodika 
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Počet záznamov: 1