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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", "1.0.0")



Attach the package and use:
library("maczic")
Maintained by
Nancy Cheng
[Scholar Profile | Author Map]
First Published: 2020-11-09
Latest Update: 2023-09-11
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 1.0.0, https://cran.r-project.org/web/packages/maczic. Accessed 07 May. 2025.
Previous versions and publish date:
0.1.0 (2020-11-09 21:40), 0.2.0 (2021-04-23 23:40)
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
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