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-4.5)MNB_1.1.0.zip(r-4.4)MNB_1.1.0.zip(r-4.3)
MNB_1.1.0.tgz(r-4.4-any)MNB_1.1.0.tgz(r-4.3-any)
MNB_1.1.0.tar.gz(r-4.5-noble)MNB_1.1.0.tar.gz(r-4.4-noble)
MNB_1.1.0.tgz(r-4.4-emscripten)MNB_1.1.0.tgz(r-4.3-emscripten)
MNB.pdf |MNB.html✨
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 3 years agofrom:3b725b6f38. Checks:OK: 1 NOTE: 6. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 17 2024 |
R-4.5-win | NOTE | Nov 17 2024 |
R-4.5-linux | NOTE | Nov 17 2024 |
R-4.4-win | NOTE | Nov 17 2024 |
R-4.4-mac | NOTE | Nov 17 2024 |
R-4.3-win | NOTE | Nov 17 2024 |
R-4.3-mac | NOTE | Nov 17 2024 |
Exports:envelope.MNBfit.MNBglobal.MNBlocal.MNBqMNBre.MNBrMNB
Dependencies:assertthatbbmlebdsmatrixBHclicolorspacecpp11data.tabledeSolvedplyrfansifarverfastGHQuadflexsurvgenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmstatemuhazmunsellmvtnormnlmenumDerivpillarpkgconfigpurrrquadprogR6RColorBrewerRcppRcppArmadillorlangrstpm2scalesstatmodstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr
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 |