I mean, by cognitive psychologists. I skimmed over a few articles from Journal of Cognitive Neuroscience and Trends in Cognitive Science and concluded that ANOVAs and t-tests are mostly used (without effect sizes). I'm sure that there are more scientific journals of cognitive psychology than these two, and I guess, that there are also more advanced statistical tools than comparing groups. For example, in social psychology, structural equations modelling and mediation analysis are in fashion.When asking this question, I had working memory in mind. Common methods to measure working memory empirically are, among others: dual task paradigms, n-back tasks and composites of simple memory measures. The main statistical tools that are applied to these measures seem to be mainly ANOVAs, t-tests, and other variations on traditional linear modeling, but what are the alternatives?What are the most used statistical methods in WM research besides (generalized) linear modeling?
What are the most used statistical methods in WM research besides (generalized) linear modeling?
methodology;statistics;working memory