https://github.com/ccrisc/metaanalysis

A meta-analysis whether an increase in minimum wage compress wage inequality.
https://github.com/ccrisc/metaanalysis

data-analysis-r learn meta-analysis statistics

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A meta-analysis whether an increase in minimum wage compress wage inequality.

• Host: GitHub
• URL: https://github.com/ccrisc/metaanalysis
• Owner: ccrisc
• Created: 2022-11-06T09:30:43.000Z (over 2 years ago)
• Default Branch: master
• Last Pushed: 2023-12-14T13:56:26.000Z (over 1 year ago)
• Last Synced: 2025-01-12T11:29:45.324Z (5 months ago)
• Topics: data-analysis-r, learn, meta-analysis, statistics
• Language: R
• Homepage:
• Size: 59.6 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# MetaAnalysis in R

This is the repository for the implementation of a meta-analysis on true effect of minimum wage on wage inequality.

The conducted study focuses on ten papers published in the period between 2004 and 2021 that target different regions worldwide, including both developed and developing countries.

The meta-analysis is conducted using the package `metafor` for R.

The organisation is as follow:

- `meta_code.R` runs the meta-analysis logic.

- md.csv is the main data file.

- discarded.csv contains the papers discarded from the analysis.

- project.R groups the source code.

The file `meta_code.R` implements the meta-analisis following this logic:

- Basic meta regression

- Robustness check

- Pubblication bias

- Subgroup analysis

- Meta regression

- Multi model interference