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The Breusch-Godfrey’s LM test is one of the most popular tests for autocorrelation. However, it has been shown that the LM test may be erroneous when there exist heteroskedastic errors in regression model. Some remedies recently have been proposed by Godfrey and Tremayne (2005) and Shim et al....
Persistent link: https://www.econbiz.de/10005622073
This paper investigates the asymptotic validity of the bootstrap for Durbin-Wu-Hausman (DWH) specification tests when … instrumental variables (IVs) may be arbitrary weak. It is shown that under strong identification, the bootstrap offers a better … approximation than the usual asymptotic chi-square distributions. However, the bootstrap provides only a first-order approximation …
Persistent link: https://www.econbiz.de/10011109415
The paper develops the bootstrap theory and extends the asymptotic theory of rank estimators, such as the Maximum Rank … asymptotic distributions can be consistently estimated by the nonparametric bootstrap. We investigate the accuracy of inference … based on the asymptotic approximation and the bootstrap, and provide bounds on the associated error. In the case of MRC and …
Persistent link: https://www.econbiz.de/10005789393
This paper utilizes the bootstrap to construct tests using the measures for goodness-of-fit for nonnested regression … models. The bootstrap enables us to compute the statistical significance of the differences in the measures and to formally … test on nonnested regression models. The bootstrap tests that this paper proposes are expected to show better finite sample …
Persistent link: https://www.econbiz.de/10005260238
The challenge of the econometric problem in production efficiency analysis is that the very efficiency scores to be analyzed are unobserved. Recently, statistical properties have been discovered for a class of estimators popular in the literature, known as data envelopment analysis (DEA)...
Persistent link: https://www.econbiz.de/10008794662
This paper replicates Cheung and Lai (1995), who use response surface analysis to obtain approximate finite-sample critical values adjusted for lag order and sample size for the augmented Dickey-Fuller test. We obtain results that are quite close to their results. We provide the Ox source code....
Persistent link: https://www.econbiz.de/10011107256
This paper explores the sensitivity of plug-in based subset tests to instrument exclusion in linear IV regression. Recently, identification-robust statistics based on plug-in principle have been developed for testing hypotheses specified on subsets of the structural parameters. However, their...
Persistent link: https://www.econbiz.de/10011107656
We provide a generalization of the Anderson-Rubin (AR) procedure for inference on parameters which represent the dependence between possibly endogenous explanatory variables and disturbances in a linear structural equation (endogeneity parameters). We focus on second-order dependence and stress...
Persistent link: https://www.econbiz.de/10011107877
The objective of this study is to test regional economic inequalities in Jordan. The methodology has been profoundly influenced by the statistical approach of Analyses Of Variance (ANOVA). This approach tests regional variations in consumption on governorates level. The Least Significant...
Persistent link: https://www.econbiz.de/10011107893
error and instruments. We then propose a bootstrap procedure for correcting their size. The proposed bootstrap procedure …
Persistent link: https://www.econbiz.de/10011108377