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Model Selection in Regression Based on Presmoothing

Aerts, Marc - 2008

In this paper we investigate the effect of presmoothing on model selection. ChristobalChristobal et al. (1987) showed the beneficial effect of presmoothing for estimating the parameters in a linear regression model. Here, in a regression setting, we show that smoothing the response data prior to...

Persistent link: https://www.econbiz.de/10012769193

The impact of incomplete data on quantile regression for longitudinal data

Verhasselt, Anneleen; Flórez, Alvaro J.; Van Keilegom, … - 2019

Persistent link: https://www.econbiz.de/10012050922

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

Testing for lack of fit in inverse regression : with applications to photonic imaging

Bissantz, Nicolai; Claeskens, Gerda; Holzmann, Hajo; … - 2007

Persistent link: https://www.econbiz.de/10003623615

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