Moya, Blake; Walker, Stephen G. Full uncertainty analysis for Bayesian nonparametric mixture models. (English) Zbl 07771437 Comput. Stat. Data Anal. 189, Article ID 107838, 14 p. (2024). MSC: 62-08 PDFBibTeX XMLCite \textit{B. Moya} and \textit{S. G. Walker}, Comput. Stat. Data Anal. 189, Article ID 107838, 14 p. (2024; Zbl 07771437) Full Text: DOI
Hatjispyros, Spyridon J.; Merkatas, Christos; Walker, Stephen G. Mixture models with decreasing weights. (English) Zbl 07708459 Comput. Stat. Data Anal. 179, Article ID 107651, 13 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{S. J. Hatjispyros} et al., Comput. Stat. Data Anal. 179, Article ID 107651, 13 p. (2023; Zbl 07708459) Full Text: DOI
Jeong, Kuhwan; Chae, Minwoo; Kim, Yongdai Online learning for the Dirichlet process mixture model via weakly conjugate approximation. (English) Zbl 07708442 Comput. Stat. Data Anal. 179, Article ID 107626, 20 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{K. Jeong} et al., Comput. Stat. Data Anal. 179, Article ID 107626, 20 p. (2023; Zbl 07708442) Full Text: DOI
Donelli, Nicola; Peluso, Stefano; Mira, Antonietta A Bayesian semiparametric vector multiplicative error model. (English) Zbl 07422745 Comput. Stat. Data Anal. 161, Article ID 107242, 15 p. (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{N. Donelli} et al., Comput. Stat. Data Anal. 161, Article ID 107242, 15 p. (2021; Zbl 07422745) Full Text: DOI arXiv
De Blasi, Pierpaolo; Martínez, Asael Fabian; Mena, Ramsés H.; Prünster, Igor On the inferential implications of decreasing weight structures in mixture models. (English) Zbl 1510.62031 Comput. Stat. Data Anal. 147, Article ID 106940, 14 p. (2020). MSC: 62-08 62G05 62F15 62H30 PDFBibTeX XMLCite \textit{P. De Blasi} et al., Comput. Stat. Data Anal. 147, Article ID 106940, 14 p. (2020; Zbl 1510.62031) Full Text: DOI Link
Wang, Xue; Walker, Stephen G. An optimal data ordering scheme for Dirichlet process mixture models. (English) Zbl 1464.62180 Comput. Stat. Data Anal. 112, 42-52 (2017). MSC: 62-08 PDFBibTeX XMLCite \textit{X. Wang} and \textit{S. G. Walker}, Comput. Stat. Data Anal. 112, 42--52 (2017; Zbl 1464.62180) Full Text: DOI Link
Virbickaitė, Audronė; Ausín, M. Concepción; Galeano, Pedro A Bayesian non-parametric approach to asymmetric dynamic conditional correlation model with application to portfolio selection. (English) Zbl 1466.62206 Comput. Stat. Data Anal. 100, 814-829 (2016). MSC: 62-08 62F15 62M10 62P05 PDFBibTeX XMLCite \textit{A. Virbickaitė} et al., Comput. Stat. Data Anal. 100, 814--829 (2016; Zbl 1466.62206) Full Text: DOI arXiv
Hatjispyros, Spyridon J.; Nicoleris, Theodoros; Walker, Stephen G. Random density functions with common atoms and pairwise dependence. (English) Zbl 1466.62088 Comput. Stat. Data Anal. 101, 236-249 (2016). MSC: 62-08 PDFBibTeX XMLCite \textit{S. J. Hatjispyros} et al., Comput. Stat. Data Anal. 101, 236--249 (2016; Zbl 1466.62088) Full Text: DOI arXiv
Karabatsos, George; Walker, Stephen G. Bayesian nonparametric mixed random utility models. (English) Zbl 1243.62054 Comput. Stat. Data Anal. 56, No. 6, 1714-1722 (2012). MSC: 62G08 62F15 91B08 62J12 65C40 PDFBibTeX XMLCite \textit{G. Karabatsos} and \textit{S. G. Walker}, Comput. Stat. Data Anal. 56, No. 6, 1714--1722 (2012; Zbl 1243.62054) Full Text: DOI
Hatjispyros, Spyridon J.; Nicoleris, Theodoros; Walker, Stephen G. Dependent mixtures of Dirichlet processes. (English) Zbl 1328.62242 Comput. Stat. Data Anal. 55, No. 6, 2011-2025 (2011). MSC: 62G08 62G10 60G57 PDFBibTeX XMLCite \textit{S. J. Hatjispyros} et al., Comput. Stat. Data Anal. 55, No. 6, 2011--2025 (2011; Zbl 1328.62242) Full Text: DOI
Hatjispyros, Spyridon J.; Nicoleris, Theodoros; Walker, Stephen G. A Bayesian nonparametric study of a dynamic nonlinear model. (English) Zbl 1453.62106 Comput. Stat. Data Anal. 53, No. 12, 3948-3956 (2009). MSC: 62-08 PDFBibTeX XMLCite \textit{S. J. Hatjispyros} et al., Comput. Stat. Data Anal. 53, No. 12, 3948--3956 (2009; Zbl 1453.62106) Full Text: DOI