WU project: High-Dimensional Bayesian Gaussian Mixture Modeling

Type Research Project

Funding Bodies
  • WU anniversary foundation

Duration Jan. 1, 2020 - May 31, 2020

  • Institute for Statistics and Mathematics IN (Details)

Tags

Press 'enter' for creating the tag
  • Malsiner-Walli, Gertraud (Details) Project Head

Publications

Journal article

2021 Frühwirth-Schnatter, Sylvia, Malsiner-Walli, Gertraud, Grün, Bettina. 2021. Generalized Mixtures of Finite Mixtures and Telescoping Sampling. Bayesian Analysis. 16 (4), 1279-1307. open access (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. open access (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. open access (Details)

Paper presented at an academic conference or symposium

2021 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)
  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)

Classification