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Search: subject:"Bias-correction"
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bias correction
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mean squared error
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bias
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Giles, David E.
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Bias Reduction for the Maximum Likelihood Estimator of the Parameters of the Generalized Rayleigh Family of Distributions
Giles, David E.
;
Ling, Xiao
-
Department of Economics, University of Victoria
-
2011
analytic bias-corrected estimators are also found to be superior to the alternative of
bias-correction
via the bootstrap. …
Persistent link: https://www.econbiz.de/10009366000
Saved in:
2
Finite-Sample Properties of the Maximum Likelihood Estimator for the Poisson Regression Model With Random Covariates
Chen, Qian
;
Giles, David E.
-
Department of Economics, University of Victoria
-
2009
We examine the small-sample behaviour of the maximum likelihood estimator for the Poisson regression model with random covariates. Analytic expressions for the first-order bias and second-order mean squared error for this estimator are derived, and we undertake some numerical evaluations to...
Persistent link: https://www.econbiz.de/10008581255
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3
Finite-Sample Properties of the Maximum Likelihood Estimator for the Binary Logit Model With Random Covariates
Chen, Qian
;
Giles, David E.
-
Department of Economics, University of Victoria
-
2009
likelihood) estimator of the first-order bias from the original estimator, is examined in a Monte Carlo experiment. This
bias-correction
…
Persistent link: https://www.econbiz.de/10005078718
Saved in:
4
Finite-Sample Moments of the MLE for the Binary Logit Model
Chen, Qian
;
Giles, David E.
-
Department of Economics, University of Victoria
-
2008
results. From these numerical results we find, for example, that the
bias
correction
that we provide is effective, and that …
Persistent link: https://www.econbiz.de/10005800925
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