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Authors
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Horseshoe prior Bayesian quantile regression

Peer-reviewed
Open access
DOI
10.1093/jrsssc/qlad091
Kohns, D; Szendrei , Tibor
Journal of the Royal Statistical Society. Series C: Applied Statistics2023

Sparsity information and regularization in the horseshoe and other shrinkage priors

Peer-reviewed
Open access
DOI
10.1214/17-EJS1337SI
Piironen, Juho; Vehtari, Aki
ELECTRONIC JOURNAL OF STATISTICS2017

Horseshoe Priors for Edge-Preserving Linear Bayesian Inversion

Peer-reviewed
Open access
DOI
10.1137/22M1510364
Uribe Felipe; Dong Yiqiu; Hansen Per Christian
Society for Industrial and Applied Mathematics2023

On the hyperprior choice for the global shrinkage parameter in the horseshoe prior

Peer-reviewed
Open access
Piironen, Juho; Vehtari, Aki
Proceedings of Machine Learning Research2017

Prior knowledge elicitation: The past, present, and future

Peer-reviewed
Open access
DOI
10.1214/23-BA1381
Mikkola, Petrus; Martin, Osvaldo; Halasinamara Chandramouli, Suyog; Hartmann, Marcelo; Abril Pla, Or...
Bayesian analysis2023

Tikhonov regularization and prior information in electrical impedance tomography

Peer-reviewed
Vauhkonen, M.; Vadasz, D.; Karjalainen, Pasi; Somersalo, E.; Kaipio, J.
IEEE Transactions on Medical Imaging1998

Detecting and diagnosing prior and likelihood sensitivity with power-scaling

Peer-reviewed
Open access
DOI
10.1007/s11222-023-10366-5
Kallioinen, Noa; Paananen, Topi; Bürkner, Paul Christian; Vehtari, Aki
STATISTICS AND COMPUTING2023

Uncertainty Quantification for the Horseshoe (with Discussion) comment

Open access
Piironen, Juho; Betancourt, Michael; Simpson, Daniel; Vehtari, Aki
Bayesian Analysis2017

The effect of variations of prior on knowledge tracing

Peer-reviewed
Open access
Nelimarkka, Matti; Ghori, Madeeha
CEUR workshop proceedings2014

Effects of prior knowledge on collaborative and individual learning

Peer-reviewed
DOI
10.1016/j.learninstruc.2019.05.011
Zambrano R., J.; Kirschner, F.; Sweller, J.; Kirschner, P.A.
Learning and instruction2019

Horseshoe prior Bayesian quantile regression

Peer-reviewed
Open access
DOI
10.1093/jrsssc/qlad091
2023

Sparsity information and regularization in the horseshoe and other shrinkage priors

Peer-reviewed
Open access
DOI
10.1214/17-EJS1337SI
2017

Horseshoe Priors for Edge-Preserving Linear Bayesian Inversion

Peer-reviewed
Open access
DOI
10.1137/22M1510364
2023

On the hyperprior choice for the global shrinkage parameter in the horseshoe prior

Peer-reviewed
Open access
2017

Prior knowledge elicitation: The past, present, and future

Peer-reviewed
Open access
DOI
10.1214/23-BA1381
2023

Tikhonov regularization and prior information in electrical impedance tomography

Peer-reviewed
1998

Detecting and diagnosing prior and likelihood sensitivity with power-scaling

Peer-reviewed
Open access
DOI
10.1007/s11222-023-10366-5
2023

Uncertainty Quantification for the Horseshoe (with Discussion) comment

Open access
2017

The effect of variations of prior on knowledge tracing

Peer-reviewed
Open access
2014

Effects of prior knowledge on collaborative and individual learning

Peer-reviewed
DOI
10.1016/j.learninstruc.2019.05.011
2019