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Publicationer information ikon

Expected utility estimation via cross-validation

Referentgranskad
Vehtari, Aki; Lampinen, Jouko
Clarendon Press2003Publicationer information ikon

Approximate leave-future-out cross-validation for Bayesian time series models

Referentgranskad
Öppen tillgång
DOI
10.1080/00949655.2020.1783262
Bürkner, Paul Christian; Gabry, Jonah; Vehtari, Aki
Journal of Statistical Computation and Simulation2020Publicationer information ikon

Integrated nested Laplace approximation inference and cross-validation to tune variance components in estimation of breeding value

Referentgranskad
DOI
10.1007/s11032-015-0248-y
Mathew, Boby; Leon, Jens; Sillanpää, Mikko J.
Molecular breeding2015Publicationer information ikon

Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC

Referentgranskad
Öppen tillgång
DOI
10.1007/s11222-016-9696-4
Vehtari, Aki; Gelman, Andrew; Gabry, Jonah
STATISTICS AND COMPUTING2017Publicationer information ikon

Bayesian model assessment and comparison using cross-validation predictive densities

Referentgranskad
DOI
10.1162/08997660260293292
Vehtari, Aki; Lampinen, Jouko
Neural Computation2002Publicationer information ikon

Bayesian model assesment and comparison using cross-validation predictive densities

Vehtari, Aki; Lampinen, Jouko
-2001Publicationer information ikon

Bayesian leave-one-out cross-validation approximations for Gaussian latent variable models

Referentgranskad
Öppen tillgång
Vehtari, Aki; Mononen, Tommi; Tolvanen, Ville; Sivula, Tuomas; Winther, Ole
Journal of Machine Learning Research2016Publicationer information ikon

On Bayesian Model Asessment and Choice Using Cross-Validation Predictive Densities

Vehtari, Aki; Lampinen, Jouko
-2001Publicationer information ikon

Replication and cross-validation of type 2 diabetes subtypes based on clinical variables:an IMI-RHAPSODY study

Referentgranskad
Öppen tillgång
DOI
10.1007/s00125-021-05490-8
Slieker, Roderick C.; Donnelly, Louise A.; Fitipaldi, Hugo; Bouland, Gerard A.; Giordano, Giuseppe N...
Diabetologia2021Publicationer information ikon

Efficient leave-one-out cross-validation for Bayesian non-factorized normal and Student-t models

Referentgranskad
Öppen tillgång
DOI
10.1007/s00180-020-01045-4
Bürkner, Paul Christian; Gabry, Jonah; Vehtari, Aki
Computational Statistics2020

Expected utility estimation via cross-validation

Referentgranskad
2003

Approximate leave-future-out cross-validation for Bayesian time series models

Referentgranskad
Öppen tillgång
DOI
10.1080/00949655.2020.1783262
2020

Integrated nested Laplace approximation inference and cross-validation to tune variance components in estimation of breeding value

Referentgranskad
DOI
10.1007/s11032-015-0248-y
2015

Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC

Referentgranskad
Öppen tillgång
DOI
10.1007/s11222-016-9696-4
2017

Bayesian model assessment and comparison using cross-validation predictive densities

Referentgranskad
DOI
10.1162/08997660260293292
2002

Bayesian model assesment and comparison using cross-validation predictive densities

2001

Bayesian leave-one-out cross-validation approximations for Gaussian latent variable models

Referentgranskad
Öppen tillgång
2016

On Bayesian Model Asessment and Choice Using Cross-Validation Predictive Densities

2001

Replication and cross-validation of type 2 diabetes subtypes based on clinical variables:an IMI-RHAPSODY study

Referentgranskad
Öppen tillgång
DOI
10.1007/s00125-021-05490-8
2021

Efficient leave-one-out cross-validation for Bayesian non-factorized normal and Student-t models

Referentgranskad
Öppen tillgång
DOI
10.1007/s00180-020-01045-4
2020