cdrovandi

ABC-dist-compare

Matlab code to support the article A Comparison of Likelihood-Free Methods With and Without Summary Statistics

ABC-marginal-approximations

Code to support ABC marginal approximations paper

Adaptive-Design-Functional-Response

Bayesian-Synthetic-Likelihood

Code for the Bayesian Synthetic Likelihood paper by Price et al 2018 in the Journal of Computational and Graphical Statistics (volume 27, issue 1, pages 1-11)

BSL-asymptotics

Matlab code to support the paper Bayesian inference using synthetic likelihood: asymptotics and adjustments

Ensemble-MCMC

Computer code for implementing the ensemble MCMC method of https://arxiv.org/abs/1906.02014.

GP-Pseudo-Marginal

Matlab code to implement the Gaussian process pseudo-marginal method

Likelihood-Free-Population-Calibration

Robust-BSL

Implementation of the robust Bayesian synthetic likelihood method of https://arxiv.org/abs/1904.04551 for some examples

RQMC-Design

Matlab code to implement the methods on the examples in this paper: http://projecteuclid.org/euclid.ba/1483066880

cdrovandi/Bayesian-Synthetic-Likelihood

Code for the Bayesian Synthetic Likelihood paper by Price et al 2018 in the Journal of Computational and Graphical Statistics (volume 27, issue 1, pages 1-11)

cdrovandi/Ensemble-MCMC

Computer code for implementing the ensemble MCMC method of https://arxiv.org/abs/1906.02014.

cdrovandi/ABC-dist-compare

Matlab code to support the article A Comparison of Likelihood-Free Methods With and Without Summary Statistics

cdrovandi/Robust-BSL

Implementation of the robust Bayesian synthetic likelihood method of https://arxiv.org/abs/1904.04551 for some examples

cdrovandi/RQMC-Design

Matlab code to implement the methods on the examples in this paper: http://projecteuclid.org/euclid.ba/1483066880

cdrovandi/ABC-marginal-approximations

Code to support ABC marginal approximations paper

cdrovandi/Adaptive-Design-Functional-Response

cdrovandi/BSL-asymptotics

Matlab code to support the paper Bayesian inference using synthetic likelihood: asymptotics and adjustments

cdrovandi/GP-Pseudo-Marginal

Matlab code to implement the Gaussian process pseudo-marginal method

cdrovandi/Likelihood-Free-Population-Calibration

cdrovandi/TKDE-wsemiBSL

Code to implement examples for Transformations in Semi-Parametric Bayesian Synthetic Likelihood