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
-
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
-
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
-
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
-
Lack of association between cortical amyloid deposition and glucose metabolism in early stage Alzheimer´s disease patients
Ehrlich, D., Dunzinger, A., Malsiner-Walli, G., Grün, B., Topakian, R., Hodolic, M., Kainz, E. & Pichler, R., 2022, In: Radiology and Oncology. 56, 1, p. 23 - 31Publication: Scientific journal › Journal article › peer-review
-
Spying on the prior of the number of data clusters and the partition distribution in Bayesian cluster analysis
Greve, J., Grün, B., Malsiner-Walli, G. & Frühwirth-Schnatter, S., 2022, In: Australian and New Zealand Journal of Statistics. 64, 2, p. 205-229Publication: Scientific journal › Journal article › peer-review
Open Access
Activities
-
Without Pain - Mixtures of Latent Class Models with a Prior on the Number of Components
Gertraud Malsiner-Walli (Contributor), Sylvia Frühwirth-Schnatter (Contributor) & Bettina Grün (Speaker)
17 Jul 2023Activity: Talk or presentation › Science to science
-
Capturing correlated clusters using mixtures of latent class analysis
Gertraud Malsiner-Walli (Speaker), Sylvia Frühwirth-Schnatter (Contributor) & Bettina Grün (Contributor)
29 Jun 2023Activity: Talk or presentation › Science to science
-
Capturing correlated clusters using mixtures of latent class analysis
Gertraud Malsiner-Walli (Speaker), Bettina Grün (Contributor) & Sylvia Frühwirth-Schnatter (Contributor)
17 Dec 2022 → 19 Dec 2022Activity: Talk or presentation › Science to science
-
Bayesian Model-Based Clustering with the Telescoping Sampler
Sylvia Frühwirth-Schnatter (Contributor), Gertraud Malsiner-Walli (Contributor) & Bettina Grün (Speaker)
17 Dec 2022Activity: Talk or presentation › Science to science
-
Flexible Bayesian Model-Based Clustering Using Finite Mixtures
Bettina Grün (Speaker) & Gertraud Malsiner-Walli (Contributor)
12 Dec 2022Activity: Talk or presentation › Science to science
Projects
- 2 Finished
-
WU project: High-Dimensional Bayesian Gaussian Mixture Modeling
1/01/20 → 31/05/20
Project: Research funding
-
Shrinking and Regularizing Finite Mixture Models
Frühwirth-Schnatter, S. & Malsiner-Walli, G.
1/11/16 → 30/04/22
Project: Research funding