Güney, Yeşim; Bozdogan, Hamparsum; Arslan, Olcay Robust model selection in linear regression models using information complexity. (English) Zbl 1469.62214 J. Comput. Appl. Math. 398, Article ID 113679, 12 p. (2021). MSC: 62F07 62F35 62J05 62B10 PDFBibTeX XMLCite \textit{Y. Güney} et al., J. Comput. Appl. Math. 398, Article ID 113679, 12 p. (2021; Zbl 1469.62214) Full Text: DOI
Güney, Yeşim; Arslan, Olcay; Bozdogan, Hamparsum Variable selection in heteroscedastic regression models under general skew-\(t\) distributional models using information complexity. (English) Zbl 07616799 Bekker, Andriëtte (ed.) et al., Computational and methodological statistics and biostatistics. Contemporary essays in advancement. Cham: Springer. Emerg. Top. Stat. Biostat., 73-98 (2020). MSC: 62P10 PDFBibTeX XMLCite \textit{Y. Güney} et al., in: Computational and methodological statistics and biostatistics. Contemporary essays in advancement. Cham: Springer. 73--98 (2020; Zbl 07616799) Full Text: DOI
Kartal Koc, Elcin; Bozdogan, Hamparsum Model selection in multivariate adaptive regression splines (MARS) using information complexity as the fitness function. (English) Zbl 1383.62115 Mach. Learn. 101, No. 1-3, 35-58 (2015). MSC: 62G08 62J07 PDFBibTeX XMLCite \textit{E. Kartal Koc} and \textit{H. Bozdogan}, Mach. Learn. 101, No. 1--3, 35--58 (2015; Zbl 1383.62115) Full Text: DOI
Akbilgic, Oguz; Bozdogan, Hamparsum Predictive subset selection using regression trees and RBF neural networks hybridized with the genetic algorithm. (English) Zbl 1389.62079 Eur. J. Pure Appl. Math. 4, No. 4, 467-485 (2011). MSC: 62G08 62J02 17-08 62B10 62-07 PDFBibTeX XMLCite \textit{O. Akbilgic} and \textit{H. Bozdogan}, Eur. J. Pure Appl. Math. 4, No. 4, 467--485 (2011; Zbl 1389.62079) Full Text: Link
Kwon, Yongjae; Bozdogan, Hamparsum; Bensmail, Halima Performance of model selection criteria in Bayesian threshold VAR (TVAR) models. (English) Zbl 1482.62093 Econom. Rev. 28, No. 1-3, 83-101 (2009). MSC: 62M10 62B10 62F15 PDFBibTeX XMLCite \textit{Y. Kwon} et al., Econom. Rev. 28, No. 1--3, 83--101 (2009; Zbl 1482.62093) Full Text: DOI
Bao, Xinli; Bozdogan, Hamparsum; Chatpattanan, Vuttichai; Gilbert, Kenneth An implicit enumeration algorithm for mining high dimensional data. (English) Zbl 1100.68017 Int. J. Oper. Res. 1, No. 1-2, 123-144 (2005). MSC: 68P15 68P20 68T05 PDFBibTeX XMLCite \textit{X. Bao} et al., Int. J. Oper. Res. 1, No. 1--2, 123--144 (2005; Zbl 1100.68017)
Bozdogan, Hamparsum; Haughton, Dominique M. A. Informational complexity criteria for regression models. (English) Zbl 1042.62504 Comput. Stat. Data Anal. 28, No. 1, 51-76 (1998). MSC: 62B10 62J05 PDFBibTeX XMLCite \textit{H. Bozdogan} and \textit{D. M. A. Haughton}, Comput. Stat. Data Anal. 28, No. 1, 51--76 (1998; Zbl 1042.62504) Full Text: DOI
Hild, Cheryl; Bozdogan, Hamparsum The use of information-based model evaluation criteria in the GMDH algorithm. (English) Zbl 0846.62002 Syst. Anal. Modelling Simulation 20, No. 1-2, 29-50 (1995). MSC: 62-07 62-04 68U99 PDFBibTeX XMLCite \textit{C. Hild} and \textit{H. Bozdogan}, Syst. Anal. Modell. Simul. 20, No. 1--2, 29--50 (1995; Zbl 0846.62002)
Bozdogan, Hamparsum Model selection and Akaike’s information criterion (AIC): The general theory and its analytical extensions. (English) Zbl 0627.62005 Psychometrika 52, 345-370 (1987). MSC: 62B10 PDFBibTeX XMLCite \textit{H. Bozdogan}, Psychometrika 52, 345--370 (1987; Zbl 0627.62005) Full Text: DOI
Bozdogan, Hamparsum Multi-sample cluster analysis as an alternative to multiple comparison procedures. (English) Zbl 0601.62086 Bull. Inf. Cybern. 22, No. 1-2, 95-130 (1986). Reviewer: V.Yu.Urbakh MSC: 62H30 62J15 PDFBibTeX XMLCite \textit{H. Bozdogan}, Bull. Inf. Cybern. 22, No. 1--2, 95--130 (1986; Zbl 0601.62086)