/unconscious_wm_meta-analysis

Statistical analysis for the unconscious meta-analysis paper

Primary LanguageHTMLMIT LicenseMIT

Unconscious WM meta-analysis

This is the repository for the paper "Unconscious Visual Working Memory. A critical review and Bayesian meta-analysis". Details about the project can be found on OSF https://osf.io/4bfnm/.

Analysis Folder

This folder contains the full .Rproj in order to reproduce all the analysis, figures, tables and supplementary materials. The folder structure is the following:

  • data/ contains the raw and cleaned data
  • figures/ contains figures generated for the paper
  • functions/ custom functions used in the analysis
  • mod/ and mod/sensitivity_analysis are the folders for fitted models and sensitivity analysis. These folders are empty because of the size. The content of this folder can be reproduced using the 1_models.R and 2_sensitivity_analysis.R script
  • objects/ contains the results of post-processing of the mod folder such as models tables and other relevant metrics
  • renv/ this folder contains a reproducible R environment in order to have the appropriate version for each relevant package
  • supplementary_materials/ contains the .Rmd file to reproduce the supplementary materials .pdf
  • tables/ contains all tables in .pdf and .docx format

The scripts are numerated and allow to reproduce the entire analysis:

  • 0_preprocessing.R: takes the raw data and create the cleaned version for the analysis
  • 1_models.R: for fitting all the relevant models
  • 2_sensitivity_analysis.R: for computing the prior and LOO sensitivity analysis
  • 3_post_processing_models.R: for creating models tables and summary statistics
  • 4_post_processing_sensitivity.R: for creating sensitivity analysis tables and summary statistics
  • 5_creating_figures.R: to reproduce figures of the paper
  • 6_creating_tables.R: to reproduce tables of the paper