Package: TimeVarConcurrentModel 1.0
TimeVarConcurrentModel: Concurrent Multivariate Models with Time-Varying Coefficients
Provides a hypothesis test and variable selection algorithm for use in time-varying, concurrent regression models. The hypothesis test function is also accompanied by a plotting function which will show the estimated beta(s) and confidence band(s) from the hypothesis test. The hypothesis test function helps the user identify significant covariates within the scope of a time-varying concurrent model. The plots will show the amount of area that falls outside the confidence band(s) which is used for the test statistic within the hypothesis test.
Authors:
TimeVarConcurrentModel_1.0.tar.gz
TimeVarConcurrentModel_1.0.zip(r-4.7)TimeVarConcurrentModel_1.0.zip(r-4.6)TimeVarConcurrentModel_1.0.zip(r-4.5)
TimeVarConcurrentModel_1.0.tgz(r-4.6-any)TimeVarConcurrentModel_1.0.tgz(r-4.5-any)
TimeVarConcurrentModel_1.0.tar.gz(r-4.7-any)TimeVarConcurrentModel_1.0.tar.gz(r-4.6-any)
TimeVarConcurrentModel_1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
TimeVarConcurrentModel/json (API)
| # Install 'TimeVarConcurrentModel' in R: |
| install.packages('TimeVarConcurrentModel', repos = c('https://cvandergeugten.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:e78e8a3d9c. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 133 | ||
| source / vignettes | OK | 184 | ||
| linux-release-x86_64 | OK | 134 | ||
| macos-release-arm64 | OK | 122 | ||
| macos-oldrel-arm64 | OK | 149 | ||
| windows-devel | OK | 119 | ||
| windows-release | OK | 89 | ||
| windows-oldrel | OK | 85 | ||
| wasm-release | OK | 112 |
Exports:FitBandsPlotHypothesisTestFunctionalData
Dependencies:ashbitopsBolstad2cliclustercolorspacecpp11deSolvefarverfdafdsFNNggplot2gluegtablehdrcdeisobandkernlabKernSmoothkslabelinglatticelifecyclelocfitMASSMatrixmclustmgcvmulticoolmvtnormnlmepcaPPpracmaR6rainbowRColorBrewerRcppRCurlrlangS7scalesvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fitting Beta Functions with Confidence Bands | FitBandsPlot |
| Hypothesis Test for Concurrent Multivariate Regression Models With Time-Varying Coefficients | HypothesisTestFunctionalData |
