Package: postpack 0.5.4.9000
postpack: Utilities for Processing Posterior Samples Stored in 'mcmc.lists'
The aim of 'postpack' is to provide the infrastructure for a standardized workflow for 'mcmc.list' objects. These objects can be used to store output from models fitted with Bayesian inference using 'JAGS', 'WinBUGS', 'OpenBUGS', 'NIMBLE', 'Stan', or even custom MCMC algorithms. Although the 'coda' R package provides some methods for these objects, it is somewhat limited in easily performing post-processing tasks for specific nodes. Models are ever increasing in their complexity and the number of tracked nodes, and oftentimes a user may wish to summarize/diagnose sampling behavior for only a small subset of nodes at a time for a particular question or figure. Thus, many 'postpack' functions support performing tasks on a subset of nodes, where the subset is specified with regular expressions. The functions in 'postpack' streamline the extraction, summarization, and diagnostics of specific monitored nodes after model fitting. Further, because there is rarely only ever one model under consideration, 'postpack' scales efficiently to perform the same tasks on output from multiple models simultaneously, facilitating rapid assessment of model sensitivity to changes in assumptions.
Authors:
postpack_0.5.4.9000.tar.gz
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postpack.pdf |postpack.html✨
postpack/json (API)
NEWS
# Install 'postpack' in R: |
install.packages('postpack', repos = c('https://bstaton1.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/bstaton1/postpack/issues
- cjs - Example mcmc.list 1
- cjs_no_rho - Example mcmc.list 2
Last updated 2 years agofrom:eddf9dbf6e. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 04 2024 |
R-4.5-win | OK | Nov 04 2024 |
R-4.5-linux | OK | Nov 04 2024 |
R-4.4-win | OK | Nov 04 2024 |
R-4.4-mac | OK | Nov 04 2024 |
R-4.3-win | OK | Nov 04 2024 |
R-4.3-mac | OK | Nov 04 2024 |
Exports:array_formatdiag_plotsget_paramsmatch_paramspost_bindpost_convertpost_dimpost_removepost_subsetpost_summpost_thinvcov_decompwrite_model
Dependencies:abindbriocallrclicodacrayondescdiffobjdigestellipseevaluatefansifftwtoolsfsgluejsonlitelatticelifecyclemagrittrmcmcsepillarpkgbuildpkgconfigpkgloadpraiseprocessxpsR6RcppRcppArmadillorematch2rlangrprojrootstringistringrtestthattibbleutf8vctrswaldowithr
Example mcmc.lists
Rendered fromexample-mcmclists.Rmd
usingknitr::rmarkdown
on Nov 04 2024.Last update: 2020-08-31
Started: 2020-08-28
Feature Overview
Rendered fromfeature-overview.Rmd
usingknitr::rmarkdown
on Nov 04 2024.Last update: 2020-09-28
Started: 2020-08-28
Multiple Models
Rendered frommultiple-models.Rmd
usingknitr::rmarkdown
on Nov 04 2024.Last update: 2022-12-20
Started: 2020-08-28
Pattern Matching
Rendered frompattern-matching.Rmd
usingknitr::rmarkdown
on Nov 04 2024.Last update: 2020-08-31
Started: 2020-08-28