Package: particlefield 0.0.1
particlefield: Sequential Monte Carlo for Latent Conditional Autoregressive Model
Functions for replicating the results of the latent Gaussian Markov random field experiment of Lindsten, Helske, Vihola (2018), XX. Contains also functions for performing particle Markov chain Monte Carlo estimation of the model parameters.
Authors:
particlefield_0.0.1.tar.gz
particlefield_0.0.1.zip(r-4.5)particlefield_0.0.1.zip(r-4.4)particlefield_0.0.1.zip(r-4.3)
particlefield_0.0.1.tgz(r-4.4-x86_64)particlefield_0.0.1.tgz(r-4.4-arm64)particlefield_0.0.1.tgz(r-4.3-x86_64)particlefield_0.0.1.tgz(r-4.3-arm64)
particlefield_0.0.1.tar.gz(r-4.5-noble)particlefield_0.0.1.tar.gz(r-4.4-noble)
particlefield_0.0.1.tgz(r-4.4-emscripten)particlefield_0.0.1.tgz(r-4.3-emscripten)
particlefield.pdf |particlefield.html✨
particlefield/json (API)
| # Install 'particlefield' in R: |
| install.packages('particlefield', repos = c('https://helske.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/helske/particlefield/issues
Last updated 4 years agofrom:4cbb2c5c96. Checks:1 OK, 8 ERROR. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Jan 05 2025 |
| R-4.5-win-x86_64 | ERROR | Jan 05 2025 |
| R-4.5-linux-x86_64 | ERROR | Jan 05 2025 |
| R-4.4-win-x86_64 | ERROR | Jan 05 2025 |
| R-4.4-mac-x86_64 | ERROR | Jan 05 2025 |
| R-4.4-mac-aarch64 | ERROR | Jan 05 2025 |
| R-4.3-win-x86_64 | ERROR | Jan 05 2025 |
| R-4.3-mac-x86_64 | ERROR | Jan 05 2025 |
| R-4.3-mac-aarch64 | ERROR | Jan 05 2025 |
Exports:approximate_binomial_carbsf_carmcmc_binomial_carprint_graphpsi_car
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Gaussian approximation for Binomial model with latent CAR field | approximate_binomial_car |
| Boostrap SMC for CAR model with Binomial observations | bsf_car |
| Markov chain Monte Carlo for Binomial CAR model | mcmc_binomial_car |
| Sequential Monte Carlo Methods for Markov Random Fields | particlefield-package particlefield |
| Print the graph structure to console | print_graph |
| Twisted SMC for CAR model with Binomial observations | psi_car |
