Data analysis in psycholinguistic experiments

December 10, 2024

This post compiles key statistical tools for analyzing psycholinguistic data, including time-course modeling, power analysis, and methods for neurophysiological and eye-tracking data.

1. Statistical tools

• Growth Curve Analysis for time course or longitudinal data
• A Shiny application for power analysis
• R package to find and compare maximal mixed models
• An overview of GAMM analysis for time series data

2. Statistical methods

2.1 Neurophysiological data

• Open-source Python package for analyzing human neurophysiological data
• An easy-to-follow tutorial developed by Dr. Lu

2.2 Eye-tracking data

• Tutorials on analyzing visual world eye-tracking data