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Nonparametric Small Area Estimation Using Penalized Spline Regression

Opsomer, J. D. - 2006

We propose a new small area estimation approach that combines small area random effects with a smooth, nonparametrically specified trend. By using penalized splines as the representation for the nonparametric trend, it is possible to express the small area estimation problem as a mixed effect...

Persistent link: https://www.econbiz.de/10012734761

A fast method for implementing generalized cross-validation in multi-dimensional nonparametric regression

Kauermann, Göran; Opsomer, J. D. - 2001

Persistent link: https://www.econbiz.de/10001744655

Model-assistend estimation of forest resources with generalized additive models

Opsomer, Jean D.; Breidt, F. Jay; Moisen, Gretchen G.; … - In: Journal of the American Statistical Association : JASA 102 (2007) 478, pp. 400-416

Persistent link: https://www.econbiz.de/10003490231

Minimizing average risk in regression models

Claeskens, Gerda; Hjort, Nils Lid - In: Econometric theory 24 (2008) 2, pp. 493-527

Persistent link: https://www.econbiz.de/10003894211

Focused information criteria and model averaging for the Cox hazard regression model

Hjort, Nils Lid; Claeskens, Gerda - In: Journal of the American Statistical Association : JASA 101 (2006), pp. 1449-1464

Persistent link: https://www.econbiz.de/10003406649

Asymptotic properties of penalized spline estimators

Claeskens, Gerda; Krivobokova, Tatyana; Opsomer, Jean D. - 2007

Persistent link: https://www.econbiz.de/10003976858

Missing covariates in logistic regression, estimation and distribution selection

Consentino, Fabrizio; Claeskens, Gerda - 2008

Persistent link: https://www.econbiz.de/10003976962

Bootstrapping for penalized spline regression

Kauermann, Göran (contributor); … - 2006

Persistent link: https://www.econbiz.de/10003617176

Minimising average risk in regression models

Claeskens, Gerda (contributor); Hjort, Nils Lid (contributor) - 2005

Persistent link: https://www.econbiz.de/10003617241

Lack-of-fit tests in semiparametric mixed models

Claeskens, Gerda (contributor); Ding, Huijuan (contributor); … - 2007

Persistent link: https://www.econbiz.de/10003621891

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