Picture-Word-N1/01 Validation/02 Analysis

This folder contains the data and code for analysing the behavioural stimuli validation experiment.

.
|-- data: csv files containing trial-level data.
|-- figs: Figures generated from the analysis.
|   |-- bme_fixed_effects.png: Predictability x Congruency interaction.
|   |-- bme_fixed_effects_uncertainty.png: Version of latter plot with 89% HDIs of predictions.
|   |-- bme_params.png: Prior vs. posterior distributions for fixed effects.
|   |-- bme_pred_uncertainty.png: Pedictability x Congruency interaction 89% HDIs of predictions.
|   |-- summary_plot.png: Gamma family mixed effects model results.
|   `-- summary_plot_marginal.png: Version of summary_plot.png with marginal density plots.
|-- mods: Saved models.
|   `-- m_bme.rds: brms shifted log-normal model.
|-- 01_analyse.Rmd: Data cleaning and Gamma family mixed effects model analysis.
|-- 02_fit_bayesian.R: Code for fitting mods/m_bme.rds.
|-- 03_bayesian_results.Rmd: Code for getting the Bayesian results.
|-- dat_rt.csv: csv file of cleaned response time data.
|-- dat_rt.rds: rds file of cleaned response time data.
`-- stim_tidy_long.csv: csv file of full experimental stimuli (long format) with useful variables for each item.