CognitiveNeuroLab / Mixed-effect-models

Mixed effects models for R

Mixed effect models

Generalized script to run mixed effect models in R-studio on EEG data

Table of Contents

1. Loading and setting up the structure
2. Statistics (including mixed-effects models)

Loading and setting up the structure

The Script imports data from a .txt file, it creates factors and it randomly selects 200 trials per subject (so everyone has equal amounts of data)

Statistics (including mixed-effects models)

First it creates a summary of the data, which includes mean and standard deviation. After that it plots the data in a violin/box plot.

You can design your mixed-effects model and, after that, create a summary with the results of your model computation.

Contact

Ana Alves Francisco - [e-mail]

Project Link: https://github.com/anafrancisco/Mixed-effect-models/