Neuromethods
Springer Nature
Refine
Year of publication
- 2023 (1)
Document Type
- Part of a Book (1)
Language
- English (1)
Has Fulltext
- yes (1)
Is part of the Bibliography
- yes (1)
Keywords
- ERPs (1)
- Elektrophysiologie (1)
- Ereigniskorreliertes Potenzial (1)
- Neurolinguistik (1)
- Regressionsanalyse (1)
- Statistische Analyse (1)
- Varianzanalyse (1)
- Versuchsplanung (1)
- analysis of variance (1)
- electrophysiological data (1)
Reviewstate
Publisher
- Springer Nature (1)
202
This chapter provides an overview of old and new statistical tools to analyze electrophysiological data on language processing. We will first introduce the very basic tenets of experimental designs and their intimate links to statistical design. Based on this, we introduce the analysis of variance (ANOVA) approach which has been the classical statistical tool to analyze event-related potentials (ERPs) in language research. After discussing the merits and disadvantages of the approach, we focus on introducing mixed-effects regression models as a viable alternative to traditional ANOVA analyses. We close with an overview of future directions that mixed-effects modeling opens up for language researchers using ERPs or other electrophysiological measures.