Research output per year
Research output per year
Personal profile
Curriculum Vitae
Projektleiterin des WU-Projekts "High-dimensional Bayesian Gaussian mixtures", WU Vienna
2020
Research Assistent, ÖNB project "Advanced methods for Macro-Economic Indicators as Explanatory Variables" (Project leader: Bettina Grün)
2014 → 2016
Research Assistent, FWF project "Sparse Bayesian Modelling for Categorical Predictors" (Project leader: Helga Wagner)
2014 → 2016
PhD (Statistics), Johannes Kepler University
2014
MSc (Statistics), Johannes Kepler University
2010
BSc (Statistics), Johannes Kepler University
2009
Teaching degree for Philosophy, Psychology and Pedagogy, University of Salzburg
1991
MSc (Mathematics), University of Innsbruck
1989
Expertise
- Regression models
- Finite mixture models
- Bayesian model choice and variable selection
- MCMC methods
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Publications
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Clusterwise multivariate regression of mixed-type panel data
Vavra, J., Komárek, A., Grün, B. & Malsiner-Walli, G., 2024, In: Statistics and Computing. 34, 1, p. 1-20 46.Publication: Scientific journal › Journal article › peer-review
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Bayesianische Modellwahl
Wagner, H., Malsiner-Walli, G. & Hofmarcher, P., 2023, Moderne Verfahren der Angewandten Statistik. Gertheiss, J., Schmid, M. & Spindler, M. (eds.). Heidelberg: Springer, 30 p.Publication: Chapter in book/Conference proceeding › Chapter in edited volume
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Bayesian Finite Mixture Models
Grün, B. & Malsiner-Walli, G., 2022, Wiley StatsRef: Statistics Reference Online. N. Balakrishnan, Colton, T., Everitt, B., Piegorsch, W., Ruggieri, F. & Teugels, J. (eds.). online: Wiley, p. 1 - 19Publication: Chapter in book/Conference proceeding › Chapter in edited volume
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First episode psychotic disorders in the wake of the COVID- 19 pandemic. A descriptive review of casereports
Rittmannsberger, H., Barth, M., Malik, P., Malsiner-Walli, G. & Yazdi, K., 2022, In: Acta Neuropsychiatrica.Publication: Scientific journal › Journal article › peer-review
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How many data clusters are in the Galaxy data set? Bayesian cluster analysis in action
Grün, B., Malsiner-Walli, G. & Frühwirth-Schnatter, S., 2022, In: ADAC - Advances in Data Analysis and Classification. 16, 2, p. 325 - 349Publication: Scientific journal › Journal article › peer-review
Activities
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Clustering of mixed-type panel data
Vavra, J. (Contributor), Arnost, K. (Contributor), Grün, B. (Contributor) & Malsiner-Walli, G. (Speaker)
28 Aug 2024Activity: Talk or presentation › Science to science
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CliPS - Clustering in the Parameter Space
Malsiner-Walli, G. (Contributor), Frühwirth-Schnatter, S. (Contributor) & Grün, B. (Speaker)
24 Jul 2024Activity: Talk or presentation › Science to science
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Multivariate mixed-type longitudinal data and model-based clustering
Malsiner-Walli, G. (Speaker), Grün, B. (Contributor), Vavra, J. (Contributor) & Komarek, A. (Contributor)
23 Jul 2024Activity: Talk or presentation › Science to science
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Uncertainty, Bayes and Statistics: a meeting in honour of Guido Consonni
Malsiner-Walli, G. (Participant)
8 Jul 2024Activity: Event participation/organisation › Participation in conference/workshop/congress
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Bayesian Clustering of Categorical Data with Mixtures of Latent Class Models
Malsiner-Walli, G. (Contributor), Frühwirth-Schnatter, S. (Contributor) & Grün, B. (Speaker)
5 Jul 2024Activity: Talk or presentation › Science to science
Projects
- 2 Finished
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WU project: High-Dimensional Bayesian Gaussian Mixture Modeling
Malsiner-Walli, G. (PI - Project head)
1/01/20 → 31/05/20
Project: Research funding
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Shrinking and Regularizing Finite Mixture Models
Frühwirth-Schnatter, S. (PI - Project head) & Malsiner-Walli, G. (Researcher)
1/11/16 → 30/04/22
Project: Research funding
Prizes
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Best Poster Award, MBC2 Workshop on Model-Based Clustering and Classification 2014
Malsiner-Walli, G. (Recipient), Frühwirth-Schnatter, S. (Recipient) & Grün, B. (Recipient), 2014
Prize