@article{KernDikta2008, author = {Kern, Alexander and Dikta, Gerhard}, title = {Bewerten von Sch{\"a}den durch Blitzeinwirkungen}, series = {Elektropraktiker. 62 (2008), H. 4}, journal = {Elektropraktiker. 62 (2008), H. 4}, isbn = {0013-5569}, pages = {338 -- 342}, year = {2008}, language = {de} } @article{HeelDiktaBraekers2021, author = {Heel, Mareike van and Dikta, Gerhard and Braekers, Roel}, title = {Bootstrap based goodness‑of‑fit tests for binary multivariate regression models}, series = {Journal of the Korean Statistical Society}, volume = {51}, journal = {Journal of the Korean Statistical Society}, publisher = {Springer Nature}, address = {Singapur}, issn = {2005-2863 (Online)}, doi = {10.1007/s42952-021-00142-4}, pages = {28 Seiten}, year = {2021}, abstract = {We consider a binary multivariate regression model where the conditional expectation of a binary variable given a higher-dimensional input variable belongs to a parametric family. Based on this, we introduce a model-based bootstrap (MBB) for higher-dimensional input variables. This test can be used to check whether a sequence of independent and identically distributed observations belongs to such a parametric family. The approach is based on the empirical residual process introduced by Stute (Ann Statist 25:613-641, 1997). In contrast to Stute and Zhu's approach (2002) Stute \& Zhu (Scandinavian J Statist 29:535-545, 2002), a transformation is not required. Thus, any problems associated with non-parametric regression estimation are avoided. As a result, the MBB method is much easier for users to implement. To illustrate the power of the MBB based tests, a small simulation study is performed. Compared to the approach of Stute \& Zhu (Scandinavian J Statist 29:535-545, 2002), the simulations indicate a slightly improved power of the MBB based method. Finally, both methods are applied to a real data set.}, language = {en} } @article{KernDiktaKrichel2007, author = {Kern, Alexander and Dikta, Gerhard and Krichel, Frank}, title = {Zur Wahrscheinlichkeit f{\"u}r Sch{\"a}den an elektrischen und elektronischen Einrichtungen durch indirekte Blitzeinschl{\"a}ge - Auswertung von Schadensstatistiken, analytischen und numerischen Berechnungen}, series = {7. VDE-ABB-Blitzschutztagung : Vortr{\"a}ge der VDE-ABB-Fachtagung vom 15. bis 16. November 2007 in Neu-Ulm / Veranst.: Ausschuss f{\"u}r Blitzschutz und Blitzforschung (ABB) im VDE, Verband der Elektrotechnik, Elektronik, Informationstechnik e.V. Wiss. Tagungsltg.: K. Stimper}, journal = {7. VDE-ABB-Blitzschutztagung : Vortr{\"a}ge der VDE-ABB-Fachtagung vom 15. bis 16. November 2007 in Neu-Ulm / Veranst.: Ausschuss f{\"u}r Blitzschutz und Blitzforschung (ABB) im VDE, Verband der Elektrotechnik, Elektronik, Informationstechnik e.V. Wiss. Tagungsltg.: K. Stimper}, publisher = {VDE-Verl.}, address = {Berlin}, isbn = {978-3-8007-3062-9}, pages = {1 -- 9}, year = {2007}, language = {de} }