Aki Vehtari
Publications by Year
Research Areas
Gaussian Processes and Bayesian Inference, Statistical Methods and Inference, Statistical Methods and Bayesian Inference, Bayesian Methods and Mixture Models, Advanced Multi-Objective Optimization Algorithms
Most-Cited Works
- → Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC(2016)5,173 cited
- → Understanding predictive information criteria for Bayesian models(2013)2,094 cited
- → Visualization in Bayesian Workflow(2019)1,086 cited
- → Risk of recurrence of gastrointestinal stromal tumour after surgery: an analysis of pooled population-based cohorts(2011)986 cited
- → One vs Three Years of Adjuvant Imatinib for Operable Gastrointestinal Stromal Tumor(2012)957 cited
- → R-squared for Bayesian Regression Models(2018)900 cited
- → Regression and Other Stories(2020)579 cited
- Bayesian data analysis, third edition(2013)
- → Sparsity information and regularization in the horseshoe and other shrinkage priors(2017)453 cited
- → loo: Efficient Leave-One-Out Cross-Validation and WAIC for Bayesian Models(2015)397 cited