Package: MVT 0.3-81
MVT: Estimation and Testing for the Multivariate t-Distribution
Routines to perform estimation and inference under the multivariate t-distribution <doi:10.1007/s10182-022-00468-2>. Currently, the following methodologies are implemented: multivariate mean and covariance estimation, hypothesis testing about equicorrelation and homogeneity of variances, the Wilson-Hilferty transformation, QQ-plots with envelopes and random variate generation.
Authors:
MVT_0.3-81.tar.gz
MVT_0.3-81.zip(r-4.7)MVT_0.3-81.zip(r-4.6)MVT_0.3-81.zip(r-4.5)
MVT_0.3-81.tgz(r-4.6-x86_64)MVT_0.3-81.tgz(r-4.6-arm64)MVT_0.3-81.tgz(r-4.5-x86_64)MVT_0.3-81.tgz(r-4.5-arm64)
MVT_0.3-81.tar.gz(r-4.7-arm64)MVT_0.3-81.tar.gz(r-4.7-x86_64)MVT_0.3-81.tar.gz(r-4.6-arm64)MVT_0.3-81.tar.gz(r-4.6-x86_64)
MVT_0.3-81.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
MVT/json (API)
| # Install 'MVT' in R: |
| install.packages('MVT', repos = c('https://faosorios.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/faosorios/mvt/issues
envelopeequicorrelation-testhomogeneity-testkurtosismultivariate-analysismultivariate-tstudent-t-distributionwilson-hilferty-transformation
Last updated from:77e3036c89. Checks:13 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 96 | ||
| linux-devel-x86_64 | OK | 103 | ||
| source / vignettes | OK | 144 | ||
| linux-release-arm64 | OK | 94 | ||
| linux-release-x86_64 | OK | 98 | ||
| macos-release-arm64 | OK | 167 | ||
| macos-release-x86_64 | OK | 250 | ||
| macos-oldrel-arm64 | OK | 98 | ||
| macos-oldrel-x86_64 | OK | 266 | ||
| windows-devel | OK | 100 | ||
| windows-release | OK | 84 | ||
| windows-oldrel | OK | 107 | ||
| wasm-release | OK | 87 |
Exports:dmtenvelope.studentequicorrelation.testhomogeneity.testkurtosis.studentMVT.controlrmtStudentStudent.familystudentFitWH.student
Dependencies:fastmatrix
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Financial data | companies |
| Cork borings | cork |
| QQ-plot with simulated envelopes | envelope.student |
| Equicorrelation test | equicorrelation.test |
| Open/Closed book data | examScor |
| Test of variance homogeneity of correlated variances | homogeneity.test |
| Mardia's multivariate kurtosis coefficient | kurtosis.student |
| Multivariate t distribution | dmt mStudent rmt |
| Set control parameters | MVT.control |
| Transient sleep disorder | PSG |
| Family object for the multivariate t-distribution | Student Student.family |
| Estimation of mean and covariance using the multivariate t-distribution | studentFit |
| Wilson-Hilferty transformation | WH.student |
| Wind speed data | WindSpeed |
