Package: MNB 1.1.0
MNB: Diagnostic Tools for a Multivariate Negative Binomial Model
Diagnostic tools as residual analysis, global, local and total-local influence for the multivariate model from the random intercept Poisson generalized log gamma model are available in this package. Including also, the estimation process by maximum likelihood method, for details see Fabio, L. F; Villegas, C. L.; Carrasco, J.M.F and de Castro, M. (2021) <doi:10.1080/03610926.2021.1939380>.
Authors:
MNB_1.1.0.tar.gz
MNB_1.1.0.zip(r-4.7)MNB_1.1.0.zip(r-4.6)MNB_1.1.0.zip(r-4.5)
MNB_1.1.0.tgz(r-4.6-any)MNB_1.1.0.tgz(r-4.5-any)
MNB_1.1.0.tar.gz(r-4.7-any)MNB_1.1.0.tar.gz(r-4.6-any)
MNB_1.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
MNB/json (API)
| # Install 'MNB' in R: |
| install.packages('MNB', repos = c('https://carrascojalmar.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/carrascojalmar/mnb/issues
Last updated from:3b725b6f38. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | NOTE | 134 | ||
| source / vignettes | OK | 174 | ||
| linux-release-x86_64 | NOTE | 182 | ||
| macos-release-arm64 | NOTE | 206 | ||
| macos-oldrel-arm64 | NOTE | 211 | ||
| windows-devel | NOTE | 105 | ||
| windows-release | NOTE | 102 | ||
| windows-oldrel | NOTE | 95 | ||
| wasm-release | OK | 111 |
Exports:envelope.MNBfit.MNBglobal.MNBlocal.MNBqMNBre.MNBrMNB
Dependencies:assertthatbbmlebdsmatrixclicpp11data.tabledeSolvedplyrfarverfastGHQuadflexsurvgenericsggplot2gluegtableisobandlabelinglatticelifecyclelsodamagrittrMASSMatrixmgcvmstatemuhazmvtnormnlmenumDerivpillarpkgconfigpurrrquadprogR6RColorBrewerRcppRcppArmadillorlangrstpm2S7scalesstatmodstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Alzheimer data | alzheimer |
| Simulation envelope | envelope.MNB |
| Maximum likelihood estimation | fit.MNB |
| Global influence | global.MNB |
| Local influence | local.MNB |
| Diagnostic tools for a multivariate negative binomial model | MNB |
| Randomized quantile residual | qMNB |
| Residual analysis | re.MNB |
| Generating Multivariate Negative Binomial Data | rMNB |
| Seizures data | seizures |
