{"id":14068699,"url":"https://github.com/cardiomoon/processR","last_synced_at":"2025-07-30T04:31:52.982Z","repository":{"id":56935362,"uuid":"171134577","full_name":"cardiomoon/processR","owner":"cardiomoon","description":null,"archived":false,"fork":false,"pushed_at":"2023-04-12T23:01:42.000Z","size":3302,"stargazers_count":53,"open_issues_count":15,"forks_count":11,"subscribers_count":5,"default_branch":"master","last_synced_at":"2024-08-13T07:15:11.998Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/cardiomoon.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2019-02-17T14:56:07.000Z","updated_at":"2024-07-29T12:07:23.000Z","dependencies_parsed_at":"2023-02-12T00:15:54.305Z","dependency_job_id":"0c87414d-2943-4b2e-ab29-02589f2e7961","html_url":"https://github.com/cardiomoon/processR","commit_stats":{"total_commits":201,"total_committers":1,"mean_commits":201.0,"dds":0.0,"last_synced_commit":"b6e8919e73ac8b1f0678c08e3e21574aac3b41f4"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cardiomoon%2FprocessR","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cardiomoon%2FprocessR/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cardiomoon%2FprocessR/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cardiomoon%2FprocessR/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cardiomoon","download_url":"https://codeload.github.com/cardiomoon/processR/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":228082355,"owners_count":17866606,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-08-13T07:06:21.244Z","updated_at":"2024-12-04T09:31:15.065Z","avatar_url":"https://github.com/cardiomoon.png","language":"R","funding_links":[],"categories":["R"],"sub_categories":[],"readme":"R package processR  \u003cimg src=\"inst/figures/imgfile.png\" align=\"right\" height=\"120\" width=\"103.6\"/\u003e\n=========================================================\n[![CRAN\\_Status\\_Badge](http://www.r-pkg.org/badges/version/processR)](https://cran.r-project.org/package=processR)\n\n\nThe `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. \n\n**processR is under the GPL-3 license. For a commercial license, please\n[contact me](mailto: cardiomoon@gmail.com).**\n\n## PROCESS macro and R package `processR`\n\nAndrew 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.\n\n## Installation\n\nYou can install the `processR` package from github.\n\n\n```r\nif(!require(devtools)) install.packages(\"devtools\")\ndevtools::install_github(\"cardiomoon/processR\")\n```\n \n## What does this package cover ? \n\nThe `processR` package covers moderation, mediation, moderated mediation and moderated moderation with R. Supporting models are as follows.\n\n\n```r\nlibrary(processR)\nsort(pmacro$no)\n```\n\n```\n [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\n[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\n[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\n[43] 61.0 62.0 63.0 64.0 65.0 66.0 67.0 74.0 75.0 76.0\n```\n\nCurrently, 52 models are supported.\n\n## Example: Moderated Mediation (PROCESS macro model 8)\n\nI will explain functions of processR package by a example.\n\n## Concept Diagram and Statistical Diagram\n\nYou can draw concept diagram and statistical diagram easily. For example, you can draw the concept diagram for PROCESS macro model 8.\n\n\n```r\npmacroModel(8)\n```\n\n\u003cimg src=\"https://github.com/cardiomoon/processR/blob/master/figure/fig1.png?raw=true\"  style=\"display: block; margin: auto;\" /\u003e\n\n\nYou can draw statistical diagram of this model.\n\n\n```r\nstatisticalDiagram(8)\n```\n\n\u003cimg src=\"https://github.com/cardiomoon/processR/blob/master/figure/fig2.png?raw=true\"  style=\"display: block; margin: auto;\" /\u003e\n\n\n## Full vignette\n\nYou can see full vignette for model 8 at http://rpubs.com/cardiomoon/468602\n\n\n## Shiny App\n\nI have developed a shiny app. You can test the app at https://cardiomoon.shinyapps.io/processR.\nI will appreciate any comment.\n\n## How to perform this analysis with shiny app\n\nYou can see how to perform this analysis at http://rpubs.com/cardiomoon/468600\n\n## Sample powerpoint file\n\nIn 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). \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcardiomoon%2FprocessR","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcardiomoon%2FprocessR","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcardiomoon%2FprocessR/lists"}