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:
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