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identification failure when the source of this identification failure is known. We examine models that may have a general deficient … rank Jacobian in certain parts of the parameter space. When identification fails in one of these models, it becomes … underidentified and the identification status of individual parameters is not generally straightforward to characterize. We provide a …
Persistent link: https://www.econbiz.de/10012049358
This paper introduces a new identification‐ and singularity‐robust conditional quasi‐likelihood ratio (SR‐CQLR) test … and a new identification‐ and singularity‐robust Anderson and Rubin (1949) (SR‐AR) test for linear and nonlinear moment …‐CQLR test is shown to be asymptotically efficient in a GMM sense under strong and semi‐strong identification (for all k ≥ p …
Persistent link: https://www.econbiz.de/10012202897
Persistent link: https://www.econbiz.de/10012483169
show that limiting distributions of test statistics under may not stochastically dominate those under . A multiple test on …. We illustrate the empirical relevance of our results through testing identification in linear IV models that allows for …
Persistent link: https://www.econbiz.de/10012202917
Generalized Information Matrix Tests (GIMTs) have recently been used for detecting the presence of misspecification in regression models in both randomized controlled trials and observational studies. In this paper, a unified GIMT framework is developed for the purpose of identifying,...
Persistent link: https://www.econbiz.de/10011650480
procedure for M-estimator, generalized method of moments, and generalized empirical likelihood estimation. In a Monte Carlo …
Persistent link: https://www.econbiz.de/10012179669
additional results that are more accurate and cover more cases than the ones in the original paper. -- Unit root test ; Dickey …-Fuller test ; Engle-Granger test ; ADF test …
Persistent link: https://www.econbiz.de/10003919736
We develop a test of equality between two dependence structures estimated through empirical copulas. We provide … Crameacute;r-von Mises test statistic. Finite sample properties are assessed with Monte Carlo experiments. We apply the testing …
Persistent link: https://www.econbiz.de/10003550857
We characterize the robustness of subsampling procedures by deriving a formula for the breakdown point of subsampling quantiles. This breakdown point can be very low for moderate subsampling block sizes, which implies the fragility of subsampling procedures, even if they are applied to robust...
Persistent link: https://www.econbiz.de/10003394379
The delta method is commonly used to calculate confidence intervals of functions of estimated parameters that are differentiable with non-zero, bounded derivatives. When the delta method is inappropriate, researchers usually first use a bootstrap procedure where they i) repeatedly take a draw...
Persistent link: https://www.econbiz.de/10009310161