Check out this thread - and please RT 🙏 Shaked and Itay argue that t-test and LMMs (and their Bayesian parallels) are not adequate for testing chance performance, and suggest alternative, more powerful tests. We hope you will find this useful, especially when studying unconscious processes
Can we make objective awareness tests more powerful? In our new paper (doi.org/10.1093/nc/n...; Neuroscience of Consciousness), we introduce two tests (frequentist and Bayesian) that outperform commonly used tests, based on extensive simulations and reanalyses of published datasets. (1/9)