Shrinking and Regularizing Finite Mixture Models

Type Research Project

Duration Nov. 1, 2016 - April 30, 2022

• Institute for Statistics and Mathematics IN (Details)

• People

• Publications

• Frühwirth-Schnatter, Sylvia (Details) Project Head
• Malsiner-Walli, Gertraud (Details)

Publications

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• Journal article (7)
• Chapter in edited volume (2)
• Contribution to conference proceedings (2)
• Paper presented at an academic conference or symposium (32)
• Poster presented at an academic conference or symposium (3)
• Unpublished lecture (4)

Journal article

2022	Greve, Jan, Grün, Bettina, Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia. 2022. Spying on the prior of the number of data clusters and the partition distribution in Bayesian cluster analysis. Australian and New Zealand Journal of Statistics.	(Details)
2021	Frühwirth-Schnatter, Sylvia, Malsiner-Walli, Gertraud, Grün, Bettina. 2021. Generalized Mixtures of Finite Mixtures and Telescoping Sampling. Bayesian Analysis. 16 (4), 1279-1307.	(Details)
	Grün, Bettina, Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia. 2021. How many data clusters are in the Galaxy data set? Bayesian cluster analysis in action. ADAC - Advances in Data Analysis and Classification.	(Details)
2019	Frühwirth-Schnatter, Sylvia, Malsiner-Walli, Gertraud. 2019. From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering. Advances in Data Analysis and Classification. 13 (1), 33-64	(Details)
	Malsiner-Walli, Gertraud, Hofmarcher, Paul, Grün, Bettina. 2019. Semi-parametric regression under model uncertainty: Economic applications. Oxford Bulletin of Economics and Statistics. 81 (5), 1117-1143.	(Details)
2018	Frühwirth-Schnatter, Sylvia, Malsiner-Walli, Gertraud, Grün, Bettina. 2018. Discussion of "Bayesian Cluster Analysis: Point Estimation and Credible Balls" by Sara Wade and Zoubin Ghahramani. Bayesian Analysis. 13 (2), 601-603.	(Details)
	Malsiner-Walli, Gertraud, Pauger, Daniela, Wagner, Helga. 2018. Effect fusion using model-based clustering. Statistical Modelling. 18 (2), 175-196.	(Details)

Chapter in edited volume

2022	Grün, Bettina, Malsiner-Walli, Gertraud. 2022. Bayesian Finite Mixture Models. In: Wiley StatsRef: Statistics Reference Online, Hrsg. N. Balakrishnan, T. Colton, B. Everitt, W. Piegorsch, F. Ruggieri, J. Teugels, 1-19. online: Wiley.	(Details)
2019	Celeux, Gilles, Kamary, Kaniav, Malsiner-Walli, Gertraud, Marin, Jean-Michel, Robert, Christian P. 2019. Computational solutions for Bayesian inference in mixture models. In: Handbook of Mixture Analysis, Hrsg. Sylvia Frühwirth-Schnatter, Gilles Celeux, Christian P. Robert, 73-96. Boca Raton, Florida: Chapman & Hall.	(Details)

Contribution to conference proceedings

2021	Frühwirth-Schnatter, Sylvia, Grün, Bettina, Malsiner-Walli, Gertraud. 2021. Estimating Bayesian Mixtures of Finite Mixtures with Telescoping Sampling. In CLADAG 2021 Book of Abstracts and Short Papers, Hrsg. Giovanni Camillo Porzio, Carla Rampichini, Chiara Bocci, 340-343. Firenze: Firenze University Press.	(Details)
2018	Grün, Bettina, Malsiner-Walli, Gertraud. 2018. Bayesian Latent Class Analysis with Shrinkage Priors: An Application to the Hungarian Heart Disease Data. In ASMOD 2018 -- Proceedings of the International Conference on Advances in Statistical Modelling of Ordinal Data, Hrsg. Stefania Capecchi and Francesca Di Iorio and Rosaria Simone, 13-24. FedOA -- Federico II University Press: None.	(Details)

Paper presented at an academic conference or symposium

2022	Grün, Bettina. 2022. Flexible Bayesian Model-Based Clustering Using Finite Mixtures. Austrian and Slovenian Statistical Days 2022, Graz, Austria, 20.04.-22.04. Invited Talk	(Details)
2021	Grün, Bettina. 2021. Advances in model-based clustering. 3rd Insurance Data Science Conference, London (online), United Kingdom, 18.6. Invited Talk	(Details)
	Frühwirth-Schnatter, Sylvia, Grün, Bettina, Malsiner-Walli, Gertraud. 2021. Estimating Bayesian Mixtures of Finite Mixtures with Telescoping Sampling. 13th Scientific Meeting of Classification and Data Analysis (CLADAG 2021), Firenze (online), Italy, 09.09.-11.09.	(Details)
	Frühwirth-Schnatter, Sylvia. 2021. From here to infinity - bridging finite and Bayesian nonparametric mixture models in model-based clustering. Conference in Honour of Christian Robert's 60th birthday, Paris, France, 09.09.-09.09.	(Details)
	Frühwirth-Schnatter, Sylvia. 2021. From here to infinity - Generalized Mixtures of Finite Mixtures. Virtual 2021 ISBA World Meeting and ISBA CIRM, Marseille, France, 28.06.-02.07.	(Details)
	Frühwirth-Schnatter, Sylvia. 2021. From here to infinity - Generalized Mixtures of Finite Mixtures. Virtual 2021 EYSM (European Young Statistician Meeting), Athens, Greece, 06.09.-10.09.	(Details)
	Malsiner-Walli, Gertraud, Grün, Bettina, Frühwirth-Schnatter, Sylvia. 2021. Generalized mixtures of finite mixtures. CFE-CMStatistics 2021, online, Vereinigtes Königreich von Großbrit. u. Nordirland, 18.12.	(Details)
	Frühwirth-Schnatter, Sylvia, Grün, Bettina, Malsiner-Walli, Gertraud. 2021. Generalized Mixtures of Finite Mixtures and Telescoping Sampling. Autumn Session of the Working Group on Model-Based Clustering, Athens, Greece, 27.10.-27.10.	(Details)
	Grün, Bettina, Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia. 2021. How many data clusters are in the Galaxy data set? Bayesian cluster analysis in action. 14th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2021), London (online), United Kingdom, 18.12.-20.12.	(Details)
	Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2021. Mixture models with a prior on the number of components. ISBA 2021 (International Society for Bayesian Analysis World Meeting), online, China, 02.07.2021.	(Details)
	Frühwirth-Schnatter, Sylvia. 2021. Recent Advances in Finite Mixture Modeling. 2nd European Bayesians in Marketing Virtual Summit, Rotterdam School of Management, Erasmus University, Rotterdam, Netherlands, 18.03.	(Details)
2020	Grün, Bettina. 2020. Advances in Bayesian model-based clustering. 16th Predictive Analytics Conference, Tech Gate Vienna, Austria, 13.10.-14.10.	(Details)
	Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina, Greve, Jan. 2020. Generalized mixtures of finite mixtures. MiDaS - Complex Data Modeling Research Network, Pontificia Universidad Católica de Chile, Chile, 04.12.	(Details)
	Frühwirth-Schnatter, Sylvia, Grün, Bettina, Greve, Jan. 2020. Generalized mixtures of finite mixtures. BAYES@AUSTRIA 2020, WU Vienna University of Economics and Business, Austria, 28.11.	(Details)
	Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2020. Generalized mixtures of finite mixtures. Workshop Bayes@Austria, WU Wien, Österreich, 28.11.2020.	(Details)
	Frühwirth-Schnatter, Sylvia, Greve, Jan, Grün, Bettina, Malsiner-Walli, Gertraud. 2020. Model-based clustering with Bayesian Gaussian mixtures. Workshop on Models and Learning for Clustering and Classification, Catania (online), Italy, 11.09.	(Details)
2019	Grün, Bettina. 2019. Bayesian model-based clustering with flexible and sparse priors. 12th Scientific Meeting of Classification and Data Analysis (CLADAG 2019)”, Cassino, Italy, 13.09. Invited Talk	(Details)
	Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2019. Bayesianische Modellierung von Mischmodellen angewandt auf medizinische Fragestellungen. Wiener Biometrische Sektion (WBS) Seminar 2019, Wien, Österreich, 22.02.	(Details)
	Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2019. Bridging finite and infinite mixtures. Summer Session of the Working Group on Model-Based Clustering, Vienna, Austria, 15.07.	(Details)
	Malsiner-Walli, Gertraud, Grün, Bettina, Frühwirth-Schnatter, Sylvia. 2019. Shrinkage Priors for the Bayesian Latent Class Model. Working Group on Model-Based Clustering Sommer Session 2019, WU Wien, Österreich, 18.07.	(Details)
	Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2019. Telescoping mixtures - Learning the number of components and data clusters in Bayesian mixture analysis. 16th Conference of the International Federation of Classification Societies, Thessaloniki, Griechenland, 26.08.-29.08.	(Details)
	Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2019. Telescoping mixtures - Learning the number of components and data clusters in Bayesian mixture analysis. Statistics5@Aegina, Aegina, Griechenland, 06.09.-08.09.	(Details)
2018	Grün, Bettina, Malsiner-Walli, Gertraud. 2018. Bayesian latent class analysis with shrinkage priors: An application to the Hungarian heart disease data. Second International Conference on Advances in Statistical Modelling of Ordinal Data (ASMOD 2018)”, Naples, Italy, 26.10.	(Details)
	Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2018. Learning the number of components and data clusters in Bayesian finite mixture models. Summer Session of the Working Group on Model-Based Clustering, Ann Arbor, United States/USA, 18.07.	(Details)
	Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2018. Learning the number of components and data clusters in Bayesian finite mixture models. Statistische Woche, Linz, Österreich, 11.09.-14.09.	(Details)
	Grün, Bettina. 2018. Prior specification in Bayesian latent class analysis. Workshop “Challenges for Categorical Data Analysis (CCDA 2018)”, Aachen, Germany, 23.10.	(Details)
	Malsiner-Walli, Gertraud, Grün, Bettina. 2018. Variable selection in Bayesian latent class analysis using shrinkage priors. CFE-CM Statistics 2018, Pisa, Italien, 14.12.	(Details)
	Malsiner-Walli, Gertraud, Grün, Bettina. 2018. Variable selection in Bayesian latent class analysis using shrinkage priors. Workshop on Clustering Methods and Applications, Universität Bozen, Italien, 26.10.	(Details)
2017	Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2017. Inferring components and clusters in Bayesian finite mixture modelling. Working Group on Computational and Methodological Statistics (ERCIM), Senate House, University of London, UK, Großbritannien, 16.12.2017.	(Details)
	Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2017. Inferring components and clusters in Bayesian finite mixture modelling. Statistics4@Florence, Florenz, Italien, 05.07.2017.	(Details)
2016	Malsiner-Walli, Gertraud, Wagner, Helga, Pauger, Daniela, Grün, Bettina. 2016. Effect fusion using sparse finite mixtures. 10th International Conference on Computational and Financial Econometrics (CFE 2016), University of Seville, Sevilla, Spanien, 10.12.	(Details)
	Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina, Wagner, Helga, Pauger, Daniela. 2016. Sparse finite mixture modelling. Research seminar, Innsbruck, Österreich, 03.11.	(Details)

Poster presented at an academic conference or symposium

2018	Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2018. Learning the number of components and data clusters in Bayesian finite mixture models. Workshop on Model-Based Clustering and Classification, Catania, Italien, 05.09.-07.09.	(Details)
	Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2018. Learning the number of components and data clusters in Bayesian finite mixture models. International Society for Bayesian Analysis (ISBA) World Meeting, Edinburgh, Großbritannien, 24.06-29.06.	(Details)
2017	Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2017. Inferring components and clusters in Bayesian finite mixture modelling. Working Group on Model-based Clustering, Perugia, Italien, 17.07.-22.07.2017.	(Details)

Unpublished lecture

2021	Grün, Bettina. 2021. Clustering with Bayesian Finite Mixture Models. S3RI Seminar of the Southampton Statistical Sciences Research Institute, University of Southampton (online), 15.10.21	(Details)
2020	Frühwirth-Schnatter, Sylvia, Malsiner-Walli, Gertraud, Grün, Bettina. 2020. Generalized mixtures of finite mixtures. Brown Bag Seminar, WU Vienna University of Economics ans Business, 28.10.20	(Details)
2018	Malsiner-Walli, Gertraud, Frühwirth-Schnatter, Sylvia, Grün, Bettina. 2018. Learning the number of components and the number of clusters in Bayesian finite mixture models. WU Vienna University of Economics ans Business, Brown Bag Seminar, Institute of Statistics and Mathematics, 20.06.18	(Details)
2017	Malsiner-Walli, Gertraud. 2017. Sparse Bayesian Finite Mixtures. Brown Bag Seminar, Institute of Statistics and Mathematics, WU Vienna University of Economics ans Business, 18.01.	(Details)