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hamiltonian-monte-carlo

Here are 7 public repositories matching this topic...

models-by-example

m-clark / models-by-example

By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.

Updated Jan 28, 2021
R

giabaio / survHE

Survival analysis in health economic evaluation Contains a suite of functions to systematise the workflow involving survival analysis in health economic evaluation. survHE can fit a large range of survival models using both a frequentist approach (by calling the R package flexsurv) and a Bayesian perspective.

uncertainty survival-analysis rstan health-economic-evaluation inla hamiltonian-monte-carlo survival-models frequentist plotting-survival-curves

Updated Oct 7, 2024
R

jandraor / SDR_Bayes

System Dynamics Review (2021)

r stan model-calibration system-dynamics hamiltonian-monte-carlo infectious-disease-models

Updated Sep 23, 2021
R

compops / barx-sysid2018

Sparse Bayesian ARX models with flexible noise distributions

gaussian-mixture-models stan sparse-regression hamiltonian-monte-carlo arx

Updated Jun 7, 2018
R

manucarl / BCTM

Bayesian Conditional Transformation Models by Manuel Carlan, Thomas Kneib and Nadja Klein

hamiltonian-monte-carlo distributional-regression no-u-turn-sampler conditional-distribution-function monotonicity-constraint penalized-splines

Updated Jan 29, 2023
R

jandraor / delays

R. Soc. Open Sci (2023)

stan hamiltonian-monte-carlo seir-model

Updated Mar 12, 2024
R

TZhoroev / Applied-Bayesian-Statistics

This repository consist of a compendium of assignments and their respective solutions for an advanced course in Applied Bayesian Statistics

statistics bayesian-inference mcmc hamiltonian-monte-carlo bayesian-statistics gibbs-sampling hierarchical-models surrogate-models

Updated Jan 18, 2023
R

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