Grün, Bettina; Malsiner-Walli, Gertraud; Frühwirth-Schnatter, Sylvia How many data clusters are in the galaxy data set? Bayesian cluster analysis in action. (English) Zbl 07597419 Adv. Data Anal. Classif., ADAC 16, No. 2, 325-349 (2022). MSC: 62H30 62F15 62C10 62G07 PDFBibTeX XMLCite \textit{B. Grün} et al., Adv. Data Anal. Classif., ADAC 16, No. 2, 325--349 (2022; Zbl 07597419) Full Text: DOI arXiv
Frühwirth-Schnatter, Sylvia Keeping the balance – bridge sampling for marginal likelihood estimation in finite mixture, mixture of experts and Markov mixture models. (English) Zbl 1499.62209 Braz. J. Probab. Stat. 33, No. 4, 706-733 (2019). MSC: 62H30 62F15 PDFBibTeX XMLCite \textit{S. Frühwirth-Schnatter}, Braz. J. Probab. Stat. 33, No. 4, 706--733 (2019; Zbl 1499.62209) Full Text: DOI Euclid
Frühwirth-Schnatter, Sylvia; Malsiner-Walli, Gertraud From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering. (English) Zbl 1474.62225 Adv. Data Anal. Classif., ADAC 13, No. 1, 33-64 (2019). MSC: 62H30 60G12 PDFBibTeX XMLCite \textit{S. Frühwirth-Schnatter} and \textit{G. Malsiner-Walli}, Adv. Data Anal. Classif., ADAC 13, No. 1, 33--64 (2019; Zbl 1474.62225) Full Text: DOI arXiv
Bitto, Angela; Frühwirth-Schnatter, Sylvia Achieving shrinkage in a time-varying parameter model framework. (English) Zbl 1452.62216 J. Econom. 210, No. 1, 75-97 (2019). MSC: 62F15 62M20 62J07 62M10 62P20 PDFBibTeX XMLCite \textit{A. Bitto} and \textit{S. Frühwirth-Schnatter}, J. Econom. 210, No. 1, 75--97 (2019; Zbl 1452.62216) Full Text: DOI arXiv
Frühwirth-Schnatter, Sylvia; Pittner, Stefan; Weber, Andrea; Winter-Ebmer, Rudolf Analysing plant closure effects using time-varying mixture-of-experts Markov chain clustering. (English) Zbl 1405.62239 Ann. Appl. Stat. 12, No. 3, 1796-1830 (2018). MSC: 62P25 62M02 62H30 PDFBibTeX XMLCite \textit{S. Frühwirth-Schnatter} et al., Ann. Appl. Stat. 12, No. 3, 1796--1830 (2018; Zbl 1405.62239) Full Text: DOI Euclid
Malsiner-Walli, Gertraud; Frühwirth-Schnatter, Sylvia; Grün, Bettina Model-based clustering based on sparse finite Gaussian mixtures. (English) Zbl 1342.62109 Stat. Comput. 26, No. 1-2, 303-324 (2016). MSC: 62H30 62F15 PDFBibTeX XMLCite \textit{G. Malsiner-Walli} et al., Stat. Comput. 26, No. 1--2, 303--324 (2016; Zbl 1342.62109) Full Text: DOI arXiv
Frühwirth-Schnatter, Sylvia Panel data analysis: a survey on model-based clustering of time series. (English) Zbl 1274.62591 Adv. Data Anal. Classif., ADAC 5, No. 4, 251-280 (2011). MSC: 62M10 62H30 62-02 68T10 91C20 PDFBibTeX XMLCite \textit{S. Frühwirth-Schnatter}, Adv. Data Anal. Classif., ADAC 5, No. 4, 251--280 (2011; Zbl 1274.62591) Full Text: DOI
Frühwirth-Schnatter, Sylvia; Pyne, Saumyadipta Bayesian inference for finite mixtures of univariate and multivariate skew-normal and skew-\(t\) distributions. (English) Zbl 1437.62465 Biostatistics 11, No. 2, 317-336 (2010). MSC: 62P10 PDFBibTeX XMLCite \textit{S. Frühwirth-Schnatter} and \textit{S. Pyne}, Biostatistics 11, No. 2, 317--336 (2010; Zbl 1437.62465) Full Text: DOI
Frühwirth-Schnatter, Sylvia; Wagner, Helga Marginal likelihoods for non-Gaussian models using auxiliary mixture sampling. (English) Zbl 1452.62060 Comput. Stat. Data Anal. 52, No. 10, 4608-4624 (2008). MSC: 62-08 62F15 62M10 PDFBibTeX XMLCite \textit{S. Frühwirth-Schnatter} and \textit{H. Wagner}, Comput. Stat. Data Anal. 52, No. 10, 4608--4624 (2008; Zbl 1452.62060) Full Text: DOI