Package: AZIAD 0.0.3

AZIAD: Analyzing Zero-Inflated and Zero-Altered Data

Description: Computes maximum likelihood estimates of general, zero-inflated, and zero-altered models for discrete and continuous distributions. It also performs Kolmogorov-Smirnov (KS) tests and likelihood ratio tests for general, zero-inflated, and zero-altered data. Additionally, it obtains the inverse of the Fisher information matrix and confidence intervals for the parameters of general, zero-inflated, and zero-altered models. The package simulates random deviates from zero-inflated or hurdle models to obtain maximum likelihood estimates. Based on the work of Aldirawi et al. (2022) <doi:10.1007/s42519-021-00230-y> and Dousti Mousavi et al. (2023) <doi:10.1080/00949655.2023.2207020>.

Authors:Niloufar Dousti Mousavi [aut, cre, cph], Hani Aldirawi [aut, cph], Jie Yang [aut, cph]

AZIAD_0.0.3.tar.gz
AZIAD_0.0.3.zip(r-4.5)AZIAD_0.0.3.zip(r-4.4)AZIAD_0.0.3.zip(r-4.3)
AZIAD_0.0.3.tgz(r-4.4-any)AZIAD_0.0.3.tgz(r-4.3-any)
AZIAD_0.0.3.tar.gz(r-4.5-noble)AZIAD_0.0.3.tar.gz(r-4.4-noble)
AZIAD_0.0.3.tgz(r-4.4-emscripten)AZIAD_0.0.3.tgz(r-4.3-emscripten)
AZIAD.pdf |AZIAD.html✨
AZIAD/json (API)

Peer review:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

9 exports 0.09 score 43 dependencies 286 downloads

Last updated 5 months agofrom:6e278824ab. Checks:OK: 7. Indexed: yes.

Exports:FI.ZIkstest.Akstest.Blrt.Anew.mleofpsample.h1sample.zi1zih.mle

Dependencies:clicodetoolscolorspacecorpcordoParallelEnvStatsextraDistrfansifarverforeachggplot2gluegslgtableisobanditeratorslabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellmvtnormnlmenortestnumDerivpillarpkgconfigQRMR6RColorBrewerRcpprlangscalestibbletimeDatetimeSeriesutf8vctrsviridisLitewithr