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.
- Version0.0.3
- R version≥ 4.1.0
- LicenseMIT
- Needs compilation?No
- Last release05/01/2024
Team
Niloufar Dousti Mousavi
Hani Aldirawi
Show author detailsRolesAuthor, Copyright holderJie Yang
Show author detailsRolesAuthor, Copyright holder
Insights
Last 30 days
This package has been downloaded 211 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 6 times.
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Last 365 days
This package has been downloaded 2,907 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was May 05, 2024 with 47 downloads.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
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Dependencies
- Imports6 packages
- Suggests1 package