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This paper surveys bootstrap and Monte Carlo methods for testing hypotheses in econometrics. Several different ways of … computing bootstrap P values are discussed, including the double bootstrap and the fast double bootstrap. It is emphasized that … there are many different procedures for generating bootstrap samples for regression models and other types of model. As an …
Persistent link: https://www.econbiz.de/10011940741
different bootstrap tests. In the context of static linear regression modelstwo of these are shown to have serious size and …
Persistent link: https://www.econbiz.de/10010324912
bootstrap algorithm to implement the proposed test and show its asymptotic validity. The proposed test procedure can apply to …
Persistent link: https://www.econbiz.de/10010190476
This paper develops a specification test for instrument validity in the heterogeneous treatment effect model with a binary treatment and a discrete instrument. The strongest testable implication for instrument validity is given by the condition for nonnegativity of point-identifiable complier's...
Persistent link: https://www.econbiz.de/10010392075
different bootstrap tests. In the context of static linear regression modelstwo of these are shown to have serious size and …
Persistent link: https://www.econbiz.de/10011325661
requirements that are not always obvious to the non-expert user. Bootstrap DEA is a significant development of the past decade …, which could be extended to test almost any hypothesis in bootstrap DEA. Moreover, it enhances the intuition behind bootstrap …
Persistent link: https://www.econbiz.de/10009583705
When considering multiple hypothesis tests simultaneously, standard statistical techniques will lead to over-rejection of null hypotheses unless the multiplicity of the testing framework is explicitly considered. In this paper we discuss the Romano-Wolf multiple hypothesis correction, and...
Persistent link: https://www.econbiz.de/10012147332
Persistent link: https://www.econbiz.de/10013260145
This Monte-Carlo study investigates sensitivity of the Wilcoxon signed rank test to certainassumption violations in small samples. Emphasis is put on within-sample-dependence,between-sample dependence, and the presence of ties. Our results show that both assumptionviolations induce severe size...
Persistent link: https://www.econbiz.de/10005866604
This Monte-Carlo study investigates sensitivity of the Wilcoxon signed rank test to certain assumption violations in small samples. Emphasis is put on within-sample-dependence, between-sample dependence, and the presence of ties. Our results show that both assumption violations induce severe...
Persistent link: https://www.econbiz.de/10010263795