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
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TimeVarConcurrentModel_1.0.tgz(r-4.4-any)TimeVarConcurrentModel_1.0.tgz(r-4.3-any)
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TimeVarConcurrentModel.pdf |TimeVarConcurrentModel.html✨
TimeVarConcurrentModel/json (API)

Peer review:

On CRAN:

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

2 exports 0.00 score 49 dependencies 150 downloads

Last updated 2 years agofrom:e78e8a3d9c. Checks:OK: 7. Indexed: yes.

Exports:FitBandsPlotHypothesisTestFunctionalData

Dependencies:ashbitopsBolstad2cliclustercolorspacedeSolvefansifarverfdafdsFNNggplot2gluegtablehdrcdeisobandkernlabKernSmoothkslabelinglatticelifecyclelocfitmagrittrMASSMatrixmclustmgcvmulticoolmunsellmvtnormnlmepcaPPpillarpkgconfigpracmaR6rainbowRColorBrewerRcppRCurlrlangscalestibbleutf8vctrsviridisLitewithr