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