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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

Bootstrapping for penalized spline regression

Kauermann, Göran (contributor); … - 2006

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

Asymptotic properties of penalized spline estimators

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

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

Locally weighted least squares in categorical varying-coefficient models

Tutz, Gerhard - In: Econometrics in theory and practice : Festschrift for …, (pp. 119-130). 1998

Persistent link: https://www.econbiz.de/10001301451

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

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

Exploring US business cycles with bivariate loops using penalized spline regression

Kauermann, Göran; Teuber, Timo; Flaschel, Peter - In: Computational economics 39 (2012) 4, pp. 409-427

Persistent link: https://www.econbiz.de/10009540916

Can machine learning algorithms deliver superior models for rental guides?

Trinkaus, Oliver; Kauermann, Göran - In: Wirtschafts- und sozialstatistisches Archiv : eine … 17 (2023) 3/4, pp. 305-330

Persistent link: https://www.econbiz.de/10014448106