Zeitschriftenartikel

Tutz, Gerhard and Petry, Sebastian (2016): Generalized Additive Models with Unknown Link Function Including Variable Selection. In: Journal of Applied Statistics, Vol. 43, Nr. 15: S. 2866-2885

Petry, Sebastian and Tutz, Gerhard (2012): Shrinkage and Variable Selection by Polytopes. In: Journal of Statistical Planning and Inference, Vol. 142: S. 48-64

Tutz, Gerhard and Petry, Sebastian (2012): Nonparametric Estimation of the Link Function Including Variable Selection. In: Statistics and Computing, Vol. 21: S. 545-561

Paper

Tutz, Gerhard and Petry, Sebastian (21. Mai 2013): Generalized Additive Models with Unknown Link Function Including Variable Selection. Department of Statistics: Technical Reports, Nr. 145 [PDF, 2MB]

Petry, Sebastian, Flexeder, Claudia and Tutz, Gerhard (2. März 2011): Pairwise Fused Lasso. Department of Statistics: Technical Reports, Nr. 102 [PDF, 745kB]

Petry, Sebastian and Tutz, Gerhard (2011): The OSCAR for Generalized Linear Models. Department of Statistics: Technical Reports, Nr. 112 [PDF, 745kB]

Tutz, Gerhard and Petry, Sebastian (9. Juli 2010): Nonparametric Estimation of the Link Function Including Variable Selection. Department of Statistics: Technical Reports, Nr. 85 [PDF, 3MB]

Petry, Sebastian and Tutz, Gerhard (7. April 2009): Shrinkage and Variable Selection by Polytopes. Department of Statistics: Technical Reports, Nr. 53 [PDF, 963kB]