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Additive mixed models with Dirichlet process mixture and P-spline priors

Heinzl, Felix; Fahrmeir, Ludwig; Kneib, Thomas - In: AStA Advances in Statistical Analysis 96 (2012) 1, pp. 47-68

Persistent link: https://www.econbiz.de/10010539407

High dimensional structured additive regression models: Bayesian regularization, smoothing and predictive performance

Kneib, Thomas; Konrath, Susanne; Fahrmeir, Ludwig - In: Journal of the Royal Statistical Society / C 60 (2011) 1, pp. 51-71

Persistent link: https://www.econbiz.de/10008884471

Penalized likelihood and Bayesian function selection in regression models

Scheipl, Fabian; Kneib, Thomas; Fahrmeir, Ludwig - In: AStA Advances in Statistical Analysis 97 (2013) 4, pp. 349-385

Challenging research in various fields has driven a wide range of methodological advances in variable selection for regression models with high-dimensional predictors. In comparison, selection of nonlinear functions in models with additive predictors has been considered only more recently....

Persistent link: https://www.econbiz.de/10010698292

Rekursive Algorithmen für Zeitreihenmodelle

Fahrmeir, Ludwig - 1981

Persistent link: https://www.econbiz.de/10000068862

Editorial

Kauermann, Göran; Kneib, Thomas; Okhrin, Yarema - In: AStA Advances in Statistical Analysis 104 (2020) 1, pp. 1-3

Persistent link: https://www.econbiz.de/10014504087

Semiparametric multinomial logit models for analysing consumer choice behaviour

Kneib, Thomas; Baumgartner, Bernhard; Steiner, Winfried J. - In: Advances in statistical analysis : AStA ; a journal of … 91 (2007) 3, pp. 225-244

Persistent link: https://www.econbiz.de/10003558110

Generalized additive models for location, scale and shape for high dimensional data—a flexible approach based on boosting

Mayr, Andreas; Fenske, Nora; Hofner, Benjamin; Kneib, Thomas - In: Journal of the Royal Statistical Society / C 61 (2012) 3, pp. 403-428

Persistent link: https://www.econbiz.de/10009962255

Semiparametric multinomial logit models for analysing consumer choice behaviour

Kneib, Thomas; Baumgartner, Bernhard; Steiner, Winfried - In: AStA Advances in Statistical Analysis 91 (2007) 3, pp. 225-244

Persistent link: https://www.econbiz.de/10005598069

Estimating the relationship between women's education and fertility in Botswana by using an instrumental variable approach to semiparametric expectile regression

Sobotka, Fabian; Radice, Rosalba; Marra, Giampiero; … - In: Journal of the Royal Statistical Society / C 62 (2013) 1, pp. 25-45

Persistent link: https://www.econbiz.de/10010057191