Package: varian 0.3.0
varian: Variability Analysis in R
Uses a Bayesian model to estimate the variability in a repeated measure outcome and use that as an outcome or a predictor in a second stage model.
Authors:
varian_0.3.0.tar.gz
varian_0.3.0.zip(r-4.7)varian_0.3.0.zip(r-4.6)varian_0.3.0.zip(r-4.5)
varian_0.3.0.tgz(r-4.6-any)varian_0.3.0.tgz(r-4.5-any)
varian_0.3.0.tar.gz(r-4.7-any)varian_0.3.0.tar.gz(r-4.6-any)
varian_0.3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
varian/json (API)
| # Install 'varian' in R: |
| install.packages('varian', repos = c('https://jwiley.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jwiley/varian/issues
Last updated from:81df622830. Checks:7 ERROR, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | ERROR | 190 | ||
| source / vignettes | OK | 281 | ||
| linux-release-x86_64 | ERROR | 185 | ||
| macos-release-arm64 | ERROR | 113 | ||
| macos-oldrel-arm64 | ERROR | 100 | ||
| windows-devel | ERROR | 141 | ||
| windows-release | ERROR | 114 | ||
| windows-oldrel | ERROR | 179 | ||
| wasm-release | OK | 170 |
Exports:res_gammarmssdrmssd_idrolling_diffrolling_diff_idsd_idsimulate_gvmvarianvm_diagnosticsvmp_plot
Dependencies:abindbackportsBHbitbit64bootbroomcallrcarcarDatacheckmateclicliprcodetoolscolorspacecorrplotcowplotcpp11crayondata.tableDEoptimRDerivdescdigestdistributionaldoBydplyremmeansestimabilityextraoperatorsfarverforcatsforeachforecastFormulafracdifffstfstcoregamlssgamlss.datagamlss.distgenericsggplot2ggpubrggrepelggsciggsignifglmnetglueGPArotationgridExtragtablehavenhmsinlineisobanditeratorsjomoJWileymisclabelinglatticelavaanlifecyclelme4lmtestloomagrittrMASSMatrixMatrixModelsmatrixStatsmgcvmicemicrobenchmarkminqamitmlmnormtmodelrmultcompViewmvtnormnlmenloptrnnetnumDerivordinalpanpbivnormpbkrtestpillarpkgbuildpkgconfigpolynomposteriorprettyunitsprocessxprogresspspsychpurrrquadprogquantregQuickJSRR6rbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRcppParallelRdpackreadrreformulasrlangrobustbaserpartrstanrstatixS7scalesshapeSparseMStanHeadersstringistringrsurvivaltensorAtibbletidyrtidyselecttimeDatetzdbucminfurcautf8vctrsVGAMviridisLitevroomwithrzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Estimate the parameters for a Gamma distribution | gamma_params |
| Estimates the parameters of a Gamma distribution from SDs | res_gamma |
| Simulate a Gamma Variability Model | simulate_gvm |
| Calculate Initial Values for Stan VM Model | stan_inits |
| Summary method for variability model objects | summary.vm |
| Variability Measures | by_id rmssd rmssd_id rmssid_id rolling_diff rolling_diff_id sd_id Variability_Measures |
| Variablity Analysis using a Bayesian Variability Model (VM) | varian |
| Plot diagnostics from a VM model | vm_diagnostics |
| Create a Stan class VM object | vm_stan |
| Plot the posterior distributions of the focal parameters from a VM model | vmp_plot |
