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.

Version: 1.0
Imports: Bolstad2, fda
Published: 2022-06-30
Author: Adriano Zambom [aut], Chance Vandergeugten [aut, cre]
Maintainer: Chance Vandergeugten <leaveitalltochance at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: TimeVarConcurrentModel results

Documentation:

Reference manual: TimeVarConcurrentModel.pdf

Downloads:

Package source: TimeVarConcurrentModel_1.0.tar.gz
Windows binaries: r-devel: TimeVarConcurrentModel_1.0.zip, r-release: TimeVarConcurrentModel_1.0.zip, r-oldrel: TimeVarConcurrentModel_1.0.zip
macOS binaries: r-release (arm64): TimeVarConcurrentModel_1.0.tgz, r-oldrel (arm64): TimeVarConcurrentModel_1.0.tgz, r-release (x86_64): TimeVarConcurrentModel_1.0.tgz

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