Guided sequential ABC schemes for intractable Bayesian models
Journal article, 2024
simulation-based inference
Approximate Bayesian computation
copulas
sequential importance sampling
sequential Monte Carlo
Author
Umberto Picchini
Chalmers, Mathematical Sciences, Applied Mathematics and Statistics
Massimiliano Tamborrino
The University of Warwick
Bayesian Analysis
1936-0975 (ISSN) 1931-6690 (eISSN)
Deep learning and likelihood-free Bayesian inference for stochastic modelling
Chalmers AI Research Centre (CHAIR), 2020-01-01 -- 2024-12-31.
Swedish Research Council (VR) (2019-03924), 2020-01-01 -- 2023-12-31.
Statistical Inference and Stochastic Modelling of Protein Folding
Swedish Research Council (VR) (2013-5167), 2014-01-01 -- 2019-12-31.
Subject Categories
Probability Theory and Statistics
DOI
10.1214/24-BA1451