دنبال کردن
Aki Vehtari
عنوان
نقل شده توسط
نقل شده توسط
سال
Bayesian data analysis, 3rd edition‏
A Gelman, JB Carlin, HS Stern, DB Dunson, A Vehtari, DB Rubin‏
Chapman and Hall/CRC, 2013‏
40404*2013
Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC‏
A Vehtari, A Gelman, J Gabry‏
Statistics and computing 27, 1413-1432, 2017‏
52532017
Understanding predictive information criteria for Bayesian models‏
A Gelman, J Hwang, A Vehtari‏
Statistics and computing 24, 997-1016, 2014‏
23662014
Rank-normalization, folding, and localization: An improved for assessing convergence of MCMC‏
A Vehtari, A Gelman, D Simpson, B Carpenter, PC Bürkner‏
Bayesian analysis 16 (2), 667-718, 2021‏
1457*2021
One vs three years of adjuvant imatinib for operable gastrointestinal stromal tumor: a randomized trial‏
H Joensuu, M Eriksson, KS Hall, JT Hartmann, D Pink, J Schütte, ...‏
Jama 307 (12), 1265-1272, 2012‏
11922012
Risk of recurrence of gastrointestinal stromal tumour after surgery: an analysis of pooled population-based cohorts‏
H Joensuu, A Vehtari, J Riihimäki, T Nishida, SE Steigen, P Brabec, ...‏
The lancet oncology 13 (3), 265-274, 2012‏
10992012
Visualization in Bayesian workflow‏
J Gabry, D Simpson, A Vehtari, M Betancourt, A Gelman‏
Journal of the Royal Statistical Society Series A, 2017‏
9822017
Regression and other stories‏
A Gelman, J Hill, A Vehtari‏
Cambridge University Press, 2021‏
874*2021
loo: Efficient leave-one-out cross-validation and WAIC for Bayesian models‏
A Vehtari, J Gabry, M Magnusson, Y Yao, PC Bürkner, T Paananen, ...‏
CRAN: Contributed Packages, 2015‏
841*2015
R-squared for Bayesian regression models‏
A Gelman, B Goodrich, J Gabry, A Vehtari‏
The American Statistician 73 (3), 307-309, 2019‏
8352019
Using stacking to average Bayesian predictive distributions‏
Y Yao, A Vehtari, D Simpson, A Gelman‏
Bayesian Analysis 13 (3), 917-1003, 2018‏
6412018
Sparsity information and regularization in the horseshoe and other shrinkage priors‏
J Piironen, A Vehtari‏
Electronic Journal of Statistics 11 (2), 5018-5051, 2017‏
4932017
Bayesian approach for neural networks—review and case studies‏
J Lampinen, A Vehtari‏
Neural networks 14 (3), 257-274, 2001‏
4932001
A survey of Bayesian predictive methods for model assessment, selection and comparison‏
A Vehtari, J Ojanen‏
Statistics Surveys 6, 142-228, 2012‏
4412012
Bayesian workflow‏
A Gelman, A Vehtari, D Simpson, CC Margossian, B Carpenter, Y Yao, ...‏
arXiv preprint arXiv:2011.01808, 2020‏
411*2020
Rao-Blackwellized particle filter for multiple target tracking‏
S Särkkä, A Vehtari, J Lampinen‏
Information Fusion 8 (1), 2-15, 2007‏
3962007
Comparison of Bayesian predictive methods for model selection‏
J Piironen, A Vehtari‏
Statistics and Computing 27, 711-735, 2017‏
3882017
Pareto smoothed importance sampling‏
A Vehtari, D Simpson, A Gelman, Y Yao, J Gabry‏
Journal of Machine Learning Research 25 (72), 1-58, 2024‏
381*2024
GPstuff: Bayesian modeling with Gaussian processes‏
J Vanhatalo, J Riihimäki, J Hartikainen, P Jylänki, V Tolvanen, A Vehtari‏
Journal of Machine Learning Research 14, 1175-1179, 2013‏
361*2013
Validating Bayesian inference algorithms with simulation-based calibration‏
S Talts, M Betancourt, D Simpson, A Vehtari, A Gelman‏
arXiv preprint arXiv:1804.06788, 2018‏
2662018
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20