Issues and recommendations from the OHBM COBIDAS MEEG committee for reproducible EEG and MEG research

C Pernet, MI Garrido, A Gramfort, N Maurits… - Nature …, 2020 - nature.com
Abstract The Organization for Human Brain Map** (OHBM) has been active in advocating
for the instantiation of best practices in neuroimaging data acquisition, analysis, reporting …

A guide to robust statistical methods in neuroscience

RR Wilcox, GA Rousselet - Current protocols in neuroscience, 2018 - Wiley Online Library
There is a vast array of new and improved methods for comparing groups and studying
associations that offer the potential for substantially increasing power, providing improved …

Cluster‐based permutation tests of MEG/EEG data do not establish significance of effect latency or location

J Sassenhagen, D Draschkow - Psychophysiology, 2019 - Wiley Online Library
Cluster‐based permutation tests are gaining an almost universal acceptance as inferential
procedures in cognitive neuroscience. They elegantly handle the multiple comparisons …

A statistical framework for neuroimaging data analysis based on mutual information estimated via a gaussian copula

RAA Ince, BL Giordano, C Kayser… - Human brain …, 2017 - Wiley Online Library
We begin by reviewing the statistical framework of information theory as applicable to
neuroimaging data analysis. A major factor hindering wider adoption of this framework in …

Permutation tests for regression, ANOVA, and comparison of signals: the permuco package

J Frossard, O Renaud - Journal of Statistical Software, 2021 - jstatsoft.org
Recent methodological researches produced permutation methods to test parameters in
presence of nuisance variables in linear models or repeated measures ANOVA. Permutation …

Processing of natural scenery is associated with lower attentional and cognitive load compared with urban ones

S Grassini, A Revonsuo, S Castellotti, I Petrizzo… - Journal of environmental …, 2019 - Elsevier
Environmental psychology has provided evidence for psychologically favorable effects of
exposure to natural settings, by means of controlled laboratory experiments as well as …

Having your cake and eating it too: Flexibility and power with mass univariate statistics for ERP data

EC Fields, GR Kuperberg - Psychophysiology, 2020 - Wiley Online Library
ERP studies produce large spatiotemporal data sets. These rich data sets are key to
enabling us to understand cognitive and neural processes. However, they also present a …

[HTML][HTML] Enhancing reproducibility in developmental EEG research: BIDS, cluster-based permutation tests, and effect sizes

M Meyer, D Lamers, E Kayhan, S Hunnius… - Developmental …, 2021 - Elsevier
Developmental research using electroencephalography (EEG) offers valuable insights in
brain processes early in life, but at the same time, applying this sensitive technique to young …

Meta-analysis of ERP investigations of pain empathy underlines methodological issues in ERP research

MP Coll - Social cognitive and affective neuroscience, 2018 - academic.oup.com
Empathy has received considerable attention from the field of cognitive and social
neuroscience. A significant portion of these studies used the event-related potential (ERP) …

Adverse and compensatory neurophysiological slowing in Parkinson's disease

AI Wiesman, J da Silva Castanheira, C Degroot… - Progress in …, 2023 - Elsevier
Patients with Parkinson's disease (PD) exhibit multifaceted changes in neurophysiological
brain activity, hypothesized to represent a global cortical slowing effect. Using task-free …