Other packages > Find by keyword >

maczic  

Mediation Analysis for Count and Zero-Inflated Count Data
View on CRAN: Click here


Download and install maczic package within the R console
Install from CRAN:
install.packages("maczic")

Install from Github:
library("remotes")
install_github("cran/maczic")

Install by package version:
library("remotes")
install_version("maczic", "1.1.0")



Attach the package and use:
library("maczic")
Maintained by
Nancy Cheng
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-11-09
Latest Update: 2025-09-03
Description:
Performs causal mediation analysis for count and zero-inflated count data without or with a post-treatment confounder; calculates power to detect prespecified causal mediation effects, direct effects, and total effects; performs sensitivity analysis when there is a treatment- induced mediator-outcome confounder as described by Cheng, J., Cheng, N.F., Guo, Z., Gregorich, S., Ismail, A.I., Gansky, S.A. (2018) . Implements Instrumental Variable (IV) method to estimate the controlled (natural) direct and mediation effects, and compute the bootstrap Confidence Intervals as described by Guo, Z., Small, D.S., Gansky, S.A., Cheng, J. (2018) . This software was made possible by Grant R03DE028410 from the National Institute of Dental and Craniofacial Research, a component of the National Institutes of Health.
How to cite:
Nancy Cheng (2020). maczic: Mediation Analysis for Count and Zero-Inflated Count Data. R package version 1.1.0, https://cran.r-project.org/web/packages/maczic. Accessed 26 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:27), 0.1.0 (2020-11-09 21:40), 0.2.0 (2021-04-23 23:40), 1.0.0 (2023-09-11 23:50)
Other packages that cited maczic R package
View maczic citation profile
Other R packages that maczic depends, imports, suggests or enhances
Complete documentation for maczic
Functions, R codes and Examples using the maczic R package
Some associated functions: maczic . maczic_power . mediate_iv . mediate_zi . mediate_zi_vcoef . midvd_bt100 . plot_sensitivity . 
Some associated R codes: data.R . maczic.R . maczic_power.R . mediate_iv.R . mediate_zi.R . mediate_zi_vcoef.R . plot_sensitivity.R .  Full maczic package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

leafgl  
High-Performance 'WebGl' Rendering for Package 'leaflet'
Provides bindings to the 'Leaflet.glify' JavaScript library which extends the 'leaflet' JavaScript l ...
Download / Learn more Package Citations See dependency  
clinUtils  
General Utility Functions for Analysis of Clinical Data
Utility functions to facilitate the import, the reporting and analysis of clinical data. Example ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
PCADSC  
Tools for Principal Component Analysis-Based Data Structure Comparisons
A suite of non-parametric, visual tools for assessing differences in data structures for two datase ...
Download / Learn more Package Citations See dependency  
RCytoGPS  
Using Cytogenetics Data in R
Defines classes and methods to process text-based cytogenetics using the CytoGPS web site, then imp ...
Download / Learn more Package Citations See dependency  
ncodeR  
Techniques for Automated Classifiers
A set of techniques that can be used to develop, validate, and implement automated classifiers. A po ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA