RMS Modeling Longitudinal Responses

There is no amount of noise that makes categorization work better than using the raw noisy data. I have a simple interactive simulation program demonstrating this. As Cohen (of Cohen’s d) said, categorization turns a quantitative error into a qualitative error. A measurement error can make the category be off by 100%.