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:Adriano Zambom [aut], Chance Vandergeugten [aut, cre]

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'))

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 126 downloads 2 exports 44 dependencies

Last updated from:e78e8a3d9c. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK133
source / vignettesOK184
linux-release-x86_64OK134
macos-release-arm64OK122
macos-oldrel-arm64OK149
windows-develOK119
windows-releaseOK89
windows-oldrelOK85
wasm-releaseOK112

Exports:FitBandsPlotHypothesisTestFunctionalData

Dependencies:ashbitopsBolstad2cliclustercolorspacecpp11deSolvefarverfdafdsFNNggplot2gluegtablehdrcdeisobandkernlabKernSmoothkslabelinglatticelifecyclelocfitMASSMatrixmclustmgcvmulticoolmvtnormnlmepcaPPpracmaR6rainbowRColorBrewerRcppRCurlrlangS7scalesvctrsviridisLitewithr