cbreto / panelPomp
R package for statistical inference using panelPOMPs (panel Partially Observed Markov Processes)
☆11Updated 6 months ago
Alternatives and similar repositories for panelPomp:
Users that are interested in panelPomp are comparing it to the libraries listed below
- Endo A. et al., "Introduction to the particle Markov-chain Monte Carlo." Epidemics, 2019.☆12Updated 2 years ago
- Simulation-based Inference for Epidemiological Dynamics☆25Updated 11 months ago
- Data and statistical models for biomarker shedding.☆13Updated this week
- Tools for automatically generating local sensitivity measures in Stan.☆35Updated 4 years ago
- R package for statistical inference using partially observed Markov processes☆114Updated last week
- 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…☆11Updated 2 years ago
- Estimate Realtime Case Counts and Time-varying Epidemiological Parameters☆33Updated 2 years ago
- An R package for Bayes Linear emulation and history matching.☆16Updated 3 weeks ago
- Fit stochastic differential equation models with time-varying parameters☆15Updated 10 months ago
- Optimised estimates of reproduction numbers over time, which extract more information from an incidence curve than many conventional appr…☆22Updated last year
- Supplementary code for paper "Bayesian workflow for disease transmission model".☆27Updated 4 years ago
- Analysis code and data for COVID-19 age-specific clinical fraction☆22Updated 4 years ago
- Course on nowcasting and forecasting of infectious disease dynamcis☆16Updated this week
- Flexible Markov chain monte carlo via reparameterization☆12Updated 8 months ago
- Real-Time Use of a Dynamic Model to Measure the Impact of Public Health Interventions on Measles Outbreak Size and Duration — Chicago, Il…☆13Updated 5 months ago
- Epidemiological agent-based modelling packages in both python and C++. Published at: https://doi.org/10.5334/jors.449.☆18Updated 3 months ago
- Estimate epidemiological quantities from repeated cross-sectional prevalence measurements☆17Updated last year
- FluSight Forecast Submissions☆18Updated 11 months ago
- Faster estimation of Bayesian models in ecology using Hamiltonian Monte Carlo☆15Updated 8 years ago
- modelling SARS-CoV-2 vaccine efficacy from antibody titres, and impact of waning and variants on transmission☆18Updated last year
- Analysis of COVID-19 transmission using cluster size distribution☆11Updated 2 years ago
- ☆16Updated 3 years ago
- Contemporary statistical inference for infectious disease models using Stan☆15Updated 6 years ago
- R package for deriving social mixing matrices from survey data.☆38Updated 3 weeks ago
- ☆13Updated 7 years ago
- Tools for generalized quantile modeling☆15Updated 2 years ago
- R Package for individual based epidemiological models☆30Updated 6 months ago
- Examples on INLA within MCMC☆11Updated 7 years ago
- ☆11Updated 4 years ago
- ☆17Updated 4 years ago