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 |
| DOI: | 10.32614/CRAN.package.TimeVarConcurrentModel |
| 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 |
| Reference manual: | TimeVarConcurrentModel.pdf |
| 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-devel (arm64): TimeVarConcurrentModel_1.0.tgz, r-release (arm64): TimeVarConcurrentModel_1.0.tgz, r-oldrel (arm64): TimeVarConcurrentModel_1.0.tgz, r-devel (x86_64): TimeVarConcurrentModel_1.0.tgz, r-release (x86_64): TimeVarConcurrentModel_1.0.tgz, r-oldrel (x86_64): TimeVarConcurrentModel_1.0.tgz |
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