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Aki Vehtari | Researchclopedia

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Aki Vehtari

363

Works

21,290

Citations

51

h-index

140

i10-index

Research Topics

Gaussian Processes and Bayesian Inference Statistical Methods and Inference Statistical Methods and Bayesian Inference

Affiliations

Novartis (Switzerland)2018–2018

University of Helsinki2005–2008

Centre de Recherche en Mathématiques de la Décision2014–2014

University of Cambridge2002–2002

Helsinki Institute of Physics2000–2002

Top Works

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

Aki Vehtari,Andrew Gelman,et al.

20165,187 citations

Bayesian Methods and Mixture Models

Advanced Multi-Objective Optimization Algorithms

Understanding predictive information criteria for Bayesian models

Andrew Gelman,Jessica Hwang,et al.

20132,095 citations

Visualization in Bayesian Workflow

Jonah Gabry,Daniel Simpson,et al.

20191,089 citations

Risk of recurrence of gastrointestinal stromal tumour after surgery: an analysis of pooled population-based cohorts

Heikki Joensuu,Aki Vehtari,et al.

2011988 citations

One vs Three Years of Adjuvant Imatinib for Operable Gastrointestinal Stromal Tumor

Heikki Joensuu,Mikael Eriksson,et al.

2012958 citations

R-squared for Bayesian Regression Models

Andrew Gelman,Ben Goodrich,et al.

2018904 citations

Regression and Other Stories

Andrew Gelman,Jennifer Hill,et al.

2020580 citations

Bayesian data analysis, third edition

Andrew Gelman,John B. Carlin,et al.

2013492 citations

Sparsity information and regularization in the horseshoe and other shrinkage priors

Juho Piironen,Aki Vehtari

2017454 citations