Research output per year
Research output per year
Personal profile
Expertise
- Shrinkage estimation
- Bayesian Statistics
- Markov chain Monte Carlo methods
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Publications
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A Bayesian Survival Model for Time-Varying Coefficients and Unobserved Heterogeneity
Knaus, P., Winkler, D. & Jomrich, G., 22 Jun 2022.Publication: Working/Discussion Paper › Working Paper/Preprint
Open AccessFile6 Downloads (Pure) -
Shrinkage in the Time-Varying Parameter Model Framework Using the R Package shrinkTVP
Knaus, P., Bitto-Nemling, A., Cadonna, A. & Frühwirth-Schnatter, S., 2021, In: Journal of Statistical Software. 100, 13Publication: Scientific journal › Journal article › peer-review
Open AccessFile18 Downloads (Pure) -
shrinkDSM: Efficient Bayesian Inference for Dynamic Survival Models with Shrinkage
Winkler, D. & Knaus, P., 6 Sept 2021Publication: Non-textual form › Software
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shrinkTVP
Knaus, P., Bitto-Nemling, A., Cadonna, A. & Frühwirth-Schnatter, S., 13 May 2021Publication: Non-textual form › Software
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Sparse Bayesian State-Space and Time-Varying Parameter Models
Frühwirth-Schnatter, S. & Knaus, P., 2021, Handbook of Bayesian Variable Selection. Mahlet G. Tadesse, Marina Vannucci (ed.). Boca Raton, USA: Chapman & Hall, p. 297 - 326Publication: Chapter in book/Conference proceeding › Chapter in edited volume
Activities
- 8 Science to science
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The Dynamic Triple Gamma Prior
Peter Knaus (Speaker) & Sylvia Frühwirth-Schnatter (Contributor)
8 Sept 2022 → 9 Sept 2022Activity: Talk or presentation › Science to science
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A Bayesian Survival Model for Time-Varying Coefficients and unobserved Heterogeneity
Peter Knaus (Speaker), Daniel Winkler (Contributor) & Gerd Jomrich (Contributor)
26 Jun 2022 → 1 Jul 2022Activity: Talk or presentation › Science to science
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A Bayesian Survival Model for Time-Varying Coefficients and unobserved Heterogeneity
Peter Knaus (Speaker), Daniel Winkler (Contributor) & Gerd Jomrich (Contributor)
22 Jun 2022 → 23 Jun 2022Activity: Talk or presentation › Science to science
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The Dynamic Triple Gamma Prior
Peter Knaus (Contributor) & Sylvia Frühwirth-Schnatter (Contributor)
18 Dec 2021 → 20 Dec 2021Activity: Talk or presentation › Science to science
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A Bayesian Survival Model for Time-Varying Coefficients and unobserved Heterogeneity
Peter Knaus (Contributor) & Daniel Winkler (Contributor)
6 Sept 2021 → 10 Sept 2021Activity: Talk or presentation › Science to science
Projects
- 1 Finished