cbreto / panelPomp
R package for statistical inference using panelPOMPs (panel Partially Observed Markov Processes)
☆11Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for panelPomp
- Endo A. et al., "Introduction to the particle Markov-chain Monte Carlo." Epidemics, 2019.☆13Updated 2 years ago
- Bayesian linear survival analysis with shrinkage priors in Stan☆24Updated 8 years ago
- R package for statistical inference using partially observed Markov processes☆114Updated this week
- R package that provides an implementation of the generic adaptive Monte Carlo Markov chain sampler proposed by Vihola (2011).☆9Updated 9 months ago
- Tools for automatically generating local sensitivity measures in Stan.☆35Updated 3 years ago
- Simulation-based Inference for Epidemiological Dynamics☆25Updated 6 months ago
- Fit stochastic differential equation models with time-varying parameters☆15Updated 5 months ago
- Automatic Differentiation for R☆23Updated 5 years ago
- R-package for interpretable nonparametric modeling of longitudinal data using additive Gaussian processes. Contains functionality for in…☆25Updated 2 months ago
- Applied time series analysis in R with Stan. Allows fast Bayesian fitting of multivariate time-series models.☆49Updated 5 months ago
- Rcpp Example for accessing NLopt☆13Updated last month
- Disciplined Convex Programming in R using Convex.jl.☆14Updated 5 years ago
- Automatic forecasting and Bayesian modeling for time series with Stan☆44Updated 10 months ago
- Additive quantile regression R package☆30Updated 2 months ago
- Examples on INLA within MCMC☆11Updated 7 years ago
- Bayesian DFA with Stan☆28Updated last month
- Bayesian Multivariate GARCH☆16Updated 3 weeks ago
- Time varying vector autoregressive state space modeling of community interactions in a Bayesian framework☆10Updated 3 years ago
- R Package for individual based epidemiological models☆30Updated 2 months ago
- Towards a more flexible BART☆22Updated 3 months ago
- ☆54Updated last month
- Symbolic differentiation☆38Updated 2 months ago
- Gaussian process modeling in R☆16Updated 2 years ago
- State space models (dynamic linear models, hidden Markov models) implemented in Stan.☆47Updated 6 years ago
- R package for bridge sampling☆32Updated 6 months ago
- Estimate Realtime Case Counts and Time-varying Epidemiological Parameters☆33Updated last year
- BDM Code examples from Win/OpenBUGS, CARBayes and INLA☆26Updated 5 years ago
- Bayesian Inference of Complex Panel Data☆27Updated this week
- Repository for reproducing results in structured priors MRP paper☆17Updated 4 years ago
- Material for my proposed StanCon talk☆20Updated 4 years ago