Aki Vehtari - Concepedia

Author

Aki Vehtari

Aalto University ORCID

Also Known As

A Vehtari, A. Vehtari, Aki Vehtari, Bürkner, Paul-Christian, Kohns, David, Osvaldo Martin, Vehtari, A., Vehtari, Aki

363

Publications

21K

Citations

H-Index

190

Concepts

All Affiliations

Aalto University University of Helsinki Helsinki Institute for Information Technology Columbia University Helsinki University Hospital

About

Aki Vehtari is an author at Aalto University specializing in statistics, statistical inference, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	32	63	6K
2	Health Sciences	4	4	60
3	Business	2	2	53
4	Arts	1	1	13
5	Education	1	1	33

Aki Vehtari

131

Publications

18.4K

Citations

H-Index

Page 1

	Year	Citations
Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC Aki Vehtari, Andrew Gelman, Jonah Gabry Statistics and Computing Bayesian StatisticBayesian StatisticsPredictive AnalyticsStatistical InferenceModel Comparison	2016	5.1K
Understanding predictive information criteria for Bayesian models Andrew Gelman, Jessica Hwang, Aki Vehtari Statistics and Computing Bayesian StatisticBayesian StatisticsPredictive AnalyticsBayesian ModelingStatistical Inference	2013	2.1K
Visualization in Bayesian Workflow Jonah Gabry, Daniel Simpson, Aki Vehtari, Journal of the Royal Statistical Society Series A (Statistics in Society) Bayesian StatisticEngineeringData VisualizationBayesian InferenceInteractive Visualization	2019	1.1K
One vs Three Years of Adjuvant Imatinib for Operable Gastrointestinal Stromal Tumor Heikki Joensuu, Mikael Eriksson, Kirsten Sundby Hall, JAMA	2012	955
R-squared for Bayesian Regression Models Andrew Gelman, Ben Goodrich, Jonah Gabry, The American Statistician Prognostic EvaluationBayesian StatisticsBayesian StatisticBayesian FitsPrognosis	2018	882
Bayesian data analysis, third edition Andrew Gelman, John B. Carlin, HS Stern, Bayesian StatisticBayesian StatisticsEngineeringBayesian Data AnalysisData Science	2013	492
Sparsity information and regularization in the horseshoe and other shrinkage priors Juho Piironen, Aki Vehtari Electronic Journal of Statistics Sparse RepresentationGlobal Shrinkage HyperparameterEngineeringData ScienceHigh-dimensional Method	2017	438
Bayesian approach for neural networks—review and case studies Jouko Lampinen, Aki Vehtari Neural Networks Bayesian StatisticBayesian StatisticsCase StudiesMachine LearningBayesian Network	2001	373
A survey of Bayesian predictive methods for model assessment, selection and comparison Aki Vehtari, Janne Ojanen Statistics Surveys Bayesian Predictive MethodsBayesian StatisticBayesian Decision TheoryEngineeringBayesian Inference	2012	367
Discussion to "Bayesian measures of model complexity and fit" by Spiegelhalter, D.J., Best, N.G., Carlin, B.P., and van der Linde, A. Aki Vehtari Journal of the Royal Statistical Society Series B (Methodological) Bayesian StatisticBayesian StatisticsEngineeringBayesian MeasuresModel Complexity	2002	333

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