Number of the records: 1
Bounding average treatment effects using linear programming
Title Bounding average treatment effects using linear programming Author info Lukáš Lafférs Author Lafférs Lukáš 1986- (100%) UMBFP10 - Katedra matematiky
Source document Empirical Economics. Vol. 57, no. 3 (2019), pp. 727-767. - Heidelberg : Physica-Verlag, 2019 Keywords lineárne programovanie - linear programming analýza citlivosti čiastočná identifikácia Form. Descr. články - journal articles Language English Country Germany Annotation This paper presents a method of calculating sharp bounds on the average treatment effect using linear programming under identifying assumptions commonly used in the literature. This new method provides a sensitivity analysis of the identifying assumptions and missing data in two applications. The first application looks at the effect of parents’ schooling on children’s schooling, and the second application studies the effect of mandatory arrest policy on domestic violence recidivism. This paper shows that even a mild departure from identifying assumptions may substantially widen the bounds on average treatment effects. Allowing for a small fraction of the data to be missing also has a large impact on the results URL Link na plný text Public work category ADM No. of Archival Copy 45876 Repercussion category TORGOVITSKY, Alexander. Nonparametric inference on state dependence in unemployment. In Econometrica. ISSN 0012-9682, 2019, vol. 87, no. 5, pp. 1475-1505.
TORGOVITSKY, Alexander. Partial identification by extending subdistributions. In Quantitative economics. ISSN 1759-7323, 2019, vol. 10, no. 1, pp. 105-144.
MANSKI, Charles F. - PEPPER, John V. How do right to carry laws affect crime rates? Coping with ambiguity using bounded variation assumptions. In Review of economics and statistics. ISSN 0034-6535, 2018, vol. 100, no. 2, pp. 232-244.
KITAGAWA, Toru. The identification region of the potential outcome distributions under instrument independence. In Journal of econometrics. ISSN 0304-4076, 2021, vol. 225, no. 2, pp. 231-253.
Catal.org. BB301 - Univerzitná knižnica Univerzity Mateja Bela v Banskej Bystrici Database xpca - PUBLIKAČNÁ ČINNOSŤ References PERIODIKÁ-Súborný záznam periodika 
unrecognised
Number of the records: 1