Asymptotic Optimality of Generalized C_{L}, Cross-Validation, and Generalized Cross-Validation in Regression with Heteroskedastic Errors
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Note: CFP 790.
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- Andrews, Donald W.K. & Whang, Yoon-Jae, 1990.
"Additive Interactive Regression Models: Circumvention of the Curse of Dimensionality,"
Econometric Theory, Cambridge University Press, vol. 6(4), pages 466-479, December.
- Donald W.K. Andrews & Yoon-Jae Whang, 1989. "Additive Interactive Regression Models: Circumvention of the Curse of Dimensionality," Cowles Foundation Discussion Papers 925, Cowles Foundation for Research in Economics, Yale University.
- Andrews, Donald W K, 1991.
"Asymptotic Normality of Series Estimators for Nonparametric and Semiparametric Regression Models,"
Econometrica, Econometric Society, vol. 59(2), pages 307-345, March.
- Donald W.K. Andrews, 1988. "Asymptotic Normality of Series Estimators for Nonparametric and Semiparametric Regression Models," Cowles Foundation Discussion Papers 874R, Cowles Foundation for Research in Economics, Yale University, revised May 1989.
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Keywords
Heteroskedasticity; linear regression; nonparametric regression; model selection; asymptotic theory; cross validation;All these keywords.
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