A tutorial on fitting joint models of M/EEG and behavior to understand cognition

MD Nunez, K Fernandez, R Srinivasan… - Behavior Research …, 2024 - Springer
We present motivation and practical steps necessary to find parameter estimates of joint
models of behavior and neural electrophysiological data. This tutorial is written for …

Dialogues about the practice of science

RM Shiffrin, JS Trueblood, D Kellen… - Proceedings of the …, 2025 - pnas.org
As times change, institutions adapt. The practice of science is no exception, and these are
fast-changing times. Individual scientists tend to approach science in the ways they have …

Preregistration in diverse contexts: a preregistration template for the application of cognitive models

S Crüwell, NJ Evans - Royal Society open science, 2021 - royalsocietypublishing.org
In recent years, open science practices have become increasingly popular in psychology
and related sciences. These practices aim to increase rigour and transparency in science as …

[PDF][PDF] Evaluating the Robustness of Parameter Estimates in Cognitive Models: A Meta-Analytic Review of Multinomial Processing Tree Models Across the Multiverse …

MLS Michalkiewicz, C Stahl, BG Kuhlmann, J Groß - files.de-1.osf.io
Researchers have become increasingly aware that data-analysis decisions affect results.
Here, we examine this issue systematically for multinomial processing tree (MPT) models, a …