P. R. Royo

Is linear regression sufficient for normative psychological assessment? A comparison between OLS, GAM, and GAMLSS across seven public reference datasets

Background: Normative Z-scores are essential for interpreting individual cognitive performance relative to healthy reference populations. Traditional norms often compare individuals within predefined groups, such as age bands. This is useful and easy to interpret, but it can lose information because variables such as a...