https://github.com/cardiomoon/processR
https://github.com/cardiomoon/processR
Last synced: 4 months ago
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- Host: GitHub
- URL: https://github.com/cardiomoon/processR
- Owner: cardiomoon
- Created: 2019-02-17T14:56:07.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2023-04-12T23:01:42.000Z (about 2 years ago)
- Last Synced: 2024-08-13T07:15:11.998Z (8 months ago)
- Language: R
- Size: 3.15 MB
- Stars: 53
- Watchers: 5
- Forks: 11
- Open Issues: 15
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- jimsghstars - cardiomoon/processR - (R)
README
R package processR 
=========================================================
[](https://cran.r-project.org/package=processR)
The `processR` package aims to be a user-friendly way to perform moderation, mediation, moderated mediation and moderated moderation in R. This package is inspired from famous PROCESS macro for SPSS and SAS created by Andrew Hayes.
**processR is under the GPL-3 license. For a commercial license, please
[contact me](mailto: [email protected]).**
## PROCESS macro and R package `processR`
Andrew F. Hayes was not involved in the development of this R package or application and cannot attest to the quality of the computations implemented in the code you are using. Use at your own risk.
## Installation
You can install the `processR` package from github.
```r
if(!require(devtools)) install.packages("devtools")
devtools::install_github("cardiomoon/processR")
```
## What does this package cover ?
The `processR` package covers moderation, mediation, moderated mediation and moderated moderation with R. Supporting models are as follows.
```r
library(processR)
sort(pmacro$no)
```
```
[1] 0.0 1.0 2.0 3.0 4.0 4.2 5.0 6.0 6.3 6.4 7.0 8.0 9.0 10.0
[15] 11.0 12.0 13.0 14.0 15.0 16.0 17.0 18.0 19.0 20.0 21.0 22.0 23.0 24.0
[29] 28.0 29.0 30.0 31.0 35.0 36.0 40.0 41.0 45.0 49.0 50.0 58.0 59.0 60.0
[43] 61.0 62.0 63.0 64.0 65.0 66.0 67.0 74.0 75.0 76.0
```
Currently, 52 models are supported.
## Example: Moderated Mediation (PROCESS macro model 8)
I will explain functions of processR package by a example.
## Concept Diagram and Statistical Diagram
You can draw concept diagram and statistical diagram easily. For example, you can draw the concept diagram for PROCESS macro model 8.
```r
pmacroModel(8)
```
You can draw statistical diagram of this model.
```r
statisticalDiagram(8)
```
## Full vignette
You can see full vignette for model 8 at http://rpubs.com/cardiomoon/468602
## Shiny App
I have developed a shiny app. You can test the app at https://cardiomoon.shinyapps.io/processR.
I will appreciate any comment.
## How to perform this analysis with shiny app
You can see how to perform this analysis at http://rpubs.com/cardiomoon/468600
## Sample powerpoint file
In the shiny app, you can download the analysis results as a powerpoint file. You can download the sample file [model8.pptx](https://github.com/cardiomoon/processRDocs/blob/master/model8/model8.pptx?raw=true) - view with [office web viewer](https://view.officeapps.live.com/op/view.aspx?src=https://github.com/cardiomoon/processRDocs/blob/master/model8/model8.pptx?raw=true).