umbertopicchini Goto Github PK

abc_g-and-k

A MATLAB code implementing an example of inference via approximate Bayesian computation (ABC) for the g-and-k distributions

asl

Sequentially guided MCMC proposals for synthetic likelihoods and correlated synthetic likelihoods

beamer2pptx

python script to convert beamer (latex) presentations to PowerPoint presentations

example-models

Example models for Stan

forking-workflow-exercise

guidedabc

Supporting code for Picchini & Tamborrino (2022) "Guided sequential ABC schemes for intractable Bayesian models" arxiv:2206.12235

julia

The Julia Language: a fresh approach to technical computing.

pages-example

pomp-ricker

examples of how to fit a stochastic Ricker model using the R pomp package

recipe

Guacamole recipe

saem-abc

example code for the paper by Picchini & Samson 2017, "Coupling stochastic EM and Approximate Bayesian Computation for parameter inference in state-space models", arXiv:1512.04831.

saem-sl

A MATLAB implementation of the likelihood-free synthetic likelihood SAEM algorithm by U. Picchini in arXiv:1609.03508

sdemem-tumor

SDE and ODE mixed-effects models for tumor growth in mice, see arXiv:1607.02633

staeiou.github.io

Github pages

stbl

MATLAB library for working with alpha stable distributions

stratabc

ABC using stratified Monte Carlo and bootstrapping: supporting code for arXiv:1905.07976

test

umbertopicchini.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

word-count

Example project we use in the reproducibility lesson.