charlesm93 / StanCon2020Links
Code for the talk "Approximate Bayesian inference for latent Gaussian models in Stan"
☆13Updated 3 years ago
Alternatives and similar repositories for StanCon2020
Users that are interested in StanCon2020 are comparing it to the libraries listed below
Sorting:
- Bayesian Modelling in Epidemiology Case Line Lists☆14Updated last year
- ☆10Updated last year
- An R package implementing an idiosyncratic Stan workflow☆15Updated 3 years ago
- An R package to help assess the sensitivity of a Bayesian model (fitted with Stan) to the specification of its likelihood and priors☆10Updated 5 months ago
- Data and code to support Barnard et al., Modelling the medium-term dynamics of SARS-CoV-2 transmission in England in the Omicron era, Nat…☆12Updated 3 years ago
- Examples on INLA within MCMC☆12Updated 8 years ago
- Course on nowcasting and forecasting of infectious disease dynamics☆21Updated this week
- Joint modeling multivariate longitudinal and time-to-event outcomes with INLA☆21Updated last month
- Estimate Parameters for Arbitrary R Functions using 'Stan'☆26Updated 3 months ago
- Analysis of COVID-19 transmission using cluster size distribution☆11Updated 3 years ago
- Bayesian spatio-temporal methods for small-area estimation of HIV indicators (PhD thesis, Imperial College London, 2023)☆16Updated last month
- Survival modelling via ODEs☆11Updated 6 months ago
- ☆30Updated 3 weeks ago
- Materials for the course on Bayesian model building run at Second Faculty of Medicine at Charles University in Prague☆11Updated last year
- Estimate epidemiological delay distributions with brms☆15Updated last week
- An R package for easy and flexible Bayesian Measurement Modeling☆17Updated this week
- Repo for code for "Unrepresentative Surveys Significantly Overestimate Vaccine Uptake in the US"☆14Updated 3 years ago
- Short course on parametric survival analysis☆15Updated 10 months ago
- Supplementary code for paper "Bayesian workflow for disease transmission model".☆27Updated 4 years ago
- Endo A. et al., "Introduction to the particle Markov-chain Monte Carlo." Epidemics, 2019.☆12Updated 3 years ago
- Create Contact Matrices from Population Data☆20Updated last month
- Data and statistical models for biomarker shedding.☆14Updated 2 weeks ago
- Average marginal estimates for Bayesian models fit with the brms package☆20Updated last week
- Estimate epidemiological quantities from repeated cross-sectional prevalence measurements☆17Updated last year
- An R package and Bayesian generative model to estimate epidemiological parameters from wastewater concentration measurements over time.☆22Updated this week
- ☆16Updated 2 months ago
- Underlying code for the online stats training website.☆19Updated 3 years ago
- A web app to visualize distributions in Stan. Uses Stan Math C++ compiled to Webassembly to evaluate the functions using actual Stan impl…☆44Updated 2 years ago
- R-package for interpretable nonparametric modeling of longitudinal data using additive Gaussian processes. Contains functionality for in…☆26Updated last month
- ☆16Updated 3 years ago