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Year

Bayesian Hierarchical Stacking: Some Models Are (Somewhere) Useful

Peer-reviewed
Open access
DOI
10.1214/21-BA1287
Yao, Yuling; Pirš, Gregor; Vehtari, Aki; Gelman, Andrew
Bayesian Analysis2022

Hierarchical Models of Variance Sources

Peer-reviewed
Valpola, Harri; Harva, Markus; Karhunen, Juha
Signal Processing2004

Hierarchical Models of Variance Sources

Peer-reviewed
Valpola, Harri; Harva, M.; Karhunen, J.
-2003

Sparsity promoting reconstructions via hierarchical prior models in diffuse optical tomography

Peer-reviewed
Open access
DOI
10.3934/ipi.2023025
Manninen, Anssi; Mozumder, Meghdoot; Tarvainen, Tanja; Hauptmann, Andreas
Inverse problems and imaging2024

Building Blocks for Hierarchical Latent Variable Models

Peer-reviewed
Valpola, Harri; Raiko, T.; Karhunen, J.
-2001

Weather Simulation Uncertainty Estimation Using Bayesian Hierarchical Models

Peer-reviewed
DOI
10.1175/JAMC-D-18-0018.1
Wang, Jianfeng; Fonseca, Ricardo M.; Rutledge, Kendall; Martín-Torres, Javier; Yu, Jun
Journal of applied meteorology and climatology2019

Bambi: A simple interface for fitting Bayesian linear models in Python

Peer-reviewed
Open access
DOI
10.18637/jss.v103.i15
Capretto, Tomás; Piho, Camen; Kumar, Ravin; Westfall, Jacob; Yarkoni, Tal; Martin, Osvaldo
Journal of Statistical Software2022

BAG-DSM: A Method for Generating Alternatives for Hierarchical Multi-Attribute Decision Models Using Bayesian Optimization

Peer-reviewed
Open access
DOI
10.3390/a15060197
Gjoreski, Martin; Kuzmanovski, Vladimir; Bohanec, Marko
Algorithms2022

Hierarchical Bayesian propulsion power models — A simplified example with cruise ships

Peer-reviewed
Open access
DOI
10.1016/j.oceaneng.2023.115226
Solonen, Antti; Maraia, Ramona; Springer, Sebastian; Haario, Heikki; Laine, Marko; Räty, Olle; Jalka...
Ocean engineering2023

Embracing uncertainty in fisheries stock assessment using Bayesian hierarchical models

Open access
Pulkkinen, Henni
Helsingin yliopisto2015

Bayesian Hierarchical Stacking: Some Models Are (Somewhere) Useful

Peer-reviewed
Open access
DOI
10.1214/21-BA1287
2022

Hierarchical Models of Variance Sources

Peer-reviewed
2004

Hierarchical Models of Variance Sources

Peer-reviewed
2003

Sparsity promoting reconstructions via hierarchical prior models in diffuse optical tomography

Peer-reviewed
Open access
DOI
10.3934/ipi.2023025
2024

Building Blocks for Hierarchical Latent Variable Models

Peer-reviewed
2001

Weather Simulation Uncertainty Estimation Using Bayesian Hierarchical Models

Peer-reviewed
DOI
10.1175/JAMC-D-18-0018.1
2019

Bambi: A simple interface for fitting Bayesian linear models in Python

Peer-reviewed
Open access
DOI
10.18637/jss.v103.i15
2022

BAG-DSM: A Method for Generating Alternatives for Hierarchical Multi-Attribute Decision Models Using Bayesian Optimization

Peer-reviewed
Open access
DOI
10.3390/a15060197
2022

Hierarchical Bayesian propulsion power models — A simplified example with cruise ships

Peer-reviewed
Open access
DOI
10.1016/j.oceaneng.2023.115226
2023

Embracing uncertainty in fisheries stock assessment using Bayesian hierarchical models

Open access
2015