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Publications information icon

Variable selection for Gaussian processes via sensitivity analysis of the posterior predictive distribution

Peer-reviewed
Open access
Paananen, Topi; Piironen, Juho; Andersen, Michael; Vehtari, Aki
Proceedings of Machine Learning Research2019Publications information icon

Posterior Predictive Comparisons for the Two-Sample Problem

Peer-reviewed
DOI
10.1080/03610926.2012.745563
Blomstedt, Paul; Corander, Jukka
Communications in statistics: theory and methods2015Publications information icon

Visualizing High-Dimensional Posterior Distributions in Bayesian Modeling

Peer-reviewed
Venna, Jarkko; Kaski, S.
-2003Publications information icon

On predictive inference for intractable models via approximate Bayesian computation

Peer-reviewed
Open access
DOI
10.1007/s11222-022-10163-6
Järvenpää, Marko; Corander, Jukka
Statistics and Computing2023Publications information icon

Stacked iterated posterior linearization filter

Peer-reviewed
Open access
DOI
10.23919/FUSION59988.2024.10706311
Raitoharju, Matti; García-Fernández, Ángel F.; Ali-Löytty, Simo; Särkkä, Simo;
FUSION 2024 - 27th International Conference on Information Fusion2024Publications information icon

Predictive mapping of mosquito distribution based on environmental and anthropogenic factors in Taita Hills, Kenya

Peer-reviewed
Open access
DOI
10.1016/j.jag.2018.11.004
Uusitalo, Ruut Jaael; Siljander, Mika; Culverwell, Christine Lorna; Mutai, Noah; Forbes, Kristian Mi...
International journal of applied earth observation and geoinformation2019Publications information icon

Editorial:Challenges in Posterior Circulation Ischemic Stroke

Open access
DOI
10.3389/fneur.2021.789836
Puetz, Volker; Strbian, Daniel; Nguyen, Thanh N.; Nagel, Simon
Frontiers in neurology2021Publications information icon

Posterior cerebral artery aneurysms

Göhre, Felix
VERLAG JANOS STEKOVICS2016Publications information icon

Flexible Prior Elicitation via the Prior Predictive distribution

Peer-reviewed
Open access
Hartmann, Marcelo; Agiashivili, George ; Bürkner, Paul-Christian; Klami, Arto
Conference on Uncertainty in Artificial Intelligence2020Publications information icon

Predictive Bayesian inference and dynamic treatment regimes

Peer-reviewed
DOI
10.1002/bimj.201400153
Saarela, Olli; Arjas, Elja; Stephens, David A.; Moodie, Erica E. M.
Biometrical journal2015

Variable selection for Gaussian processes via sensitivity analysis of the posterior predictive distribution

Peer-reviewed
Open access
2019

Posterior Predictive Comparisons for the Two-Sample Problem

Peer-reviewed
DOI
10.1080/03610926.2012.745563
2015

Visualizing High-Dimensional Posterior Distributions in Bayesian Modeling

Peer-reviewed
2003

On predictive inference for intractable models via approximate Bayesian computation

Peer-reviewed
Open access
DOI
10.1007/s11222-022-10163-6
2023

Stacked iterated posterior linearization filter

Peer-reviewed
Open access
DOI
10.23919/FUSION59988.2024.10706311
2024

Predictive mapping of mosquito distribution based on environmental and anthropogenic factors in Taita Hills, Kenya

Peer-reviewed
Open access
DOI
10.1016/j.jag.2018.11.004
2019

Editorial:Challenges in Posterior Circulation Ischemic Stroke

Open access
DOI
10.3389/fneur.2021.789836
2021

Posterior cerebral artery aneurysms

2016

Flexible Prior Elicitation via the Prior Predictive distribution

Peer-reviewed
Open access
2020

Predictive Bayesian inference and dynamic treatment regimes

Peer-reviewed
DOI
10.1002/bimj.201400153
2015