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>.

Version:	0.0.3
Depends:	R (≥ 4.1.0)
Imports:	extraDistr (≥ 1.9.1), methods (≥ 4.0.3), foreach (≥ 1.5.2), doParallel (≥ 1.0.16), parallel (≥ 4.1.2), QRM (≥ 0.3-31), stats (≥ 4.1.2), corpcor (≥ 1.6.10), base (≥ 4.1.2), EnvStats (≥ 2.6.0)
Suggests:	testthat (≥ 3.0.0)
Published:	2024-05-01
DOI:	10.32614/CRAN.package.AZIAD
Author:	Niloufar Dousti Mousavi [aut, cre, cph], Hani Aldirawi [aut, cph], Jie Yang [aut, cph]
Maintainer:	Niloufar Dousti Mousavi <niloufar.dousti at gmail.com>
License:	MIT + file LICENSE
NeedsCompilation:	no
CRAN checks:	AZIAD results

Documentation:

Reference manual:

AZIAD.pdf

Downloads:

Package source:	AZIAD_0.0.3.tar.gz
Windows binaries:	r-devel: AZIAD_0.0.3.zip, r-release: AZIAD_0.0.3.zip, r-oldrel: AZIAD_0.0.3.zip
macOS binaries:	r-release (arm64): AZIAD_0.0.3.tgz, r-oldrel (arm64): AZIAD_0.0.3.tgz, r-release (x86_64): AZIAD_0.0.3.tgz, r-oldrel (x86_64): AZIAD_0.0.3.tgz
Old sources:	AZIAD archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=AZIAD to link to this page.