The anova to mixed model transition
- PMID: 27241200
- DOI: 10.1016/j.neubiorev.2016.05.034
The anova to mixed model transition
Abstract
A transition towards mixed models is underway in science. This transition started up because the requirements for using analyses of variances are often not met and mixed models clearly provide a better framework. Neuroscientists have been slower than others in changing their statistical habits and are now urged to act.
Keywords: Analysis of variance; Linear mixed-effects models; Neuroscience; Statistics.
Copyright © 2016 Elsevier Ltd. All rights reserved.
Similar articles
-
ANOVA and the variance homogeneity assumption: Exploring a better gatekeeper.Br J Math Stat Psychol. 2018 Feb;71(1):1-12. doi: 10.1111/bmsp.12103. Epub 2017 Jun 1. Br J Math Stat Psychol. 2018. PMID: 28568313
-
Beyond t test and ANOVA: applications of mixed-effects models for more rigorous statistical analysis in neuroscience research.Neuron. 2022 Jan 5;110(1):21-35. doi: 10.1016/j.neuron.2021.10.030. Epub 2021 Nov 15. Neuron. 2022. PMID: 34784504 Free PMC article. Review.
-
Estimating treatment means in a mixed-effect ANOVA model for bioequivalence studies.Biometrics. 1993 Sep;49(3):703-13. Biometrics. 1993. PMID: 8241367
-
A structural mixed model for variances in differential gene expression studies.Genet Res. 2007 Feb;89(1):19-25. doi: 10.1017/S0016672307008646. Genet Res. 2007. PMID: 17517156
-
Recommendations for analysis of repeated-measures designs: testing and correcting for sphericity and use of manova and mixed model analysis.Ophthalmic Physiol Opt. 2017 Sep;37(5):585-593. doi: 10.1111/opo.12399. Epub 2017 Jul 20. Ophthalmic Physiol Opt. 2017. PMID: 28726257 Review.
Cited by
-
The effects of musical feedback training on metacognition and self-directed learning.Front Hum Neurosci. 2023 Dec 18;17:1304929. doi: 10.3389/fnhum.2023.1304929. eCollection 2023. Front Hum Neurosci. 2023. PMID: 38173798 Free PMC article.
-
Cross-modal functional connectivity supports speech understanding in cochlear implant users.Cereb Cortex. 2023 Mar 21;33(7):3350-3371. doi: 10.1093/cercor/bhac277. Cereb Cortex. 2023. PMID: 35989307 Free PMC article.
-
Abnormal whisker movements in the 3xTg-AD mouse model of Alzheimer's disease.Genes Brain Behav. 2022 Nov;21(8):e12813. doi: 10.1111/gbb.12813. Epub 2022 Jun 22. Genes Brain Behav. 2022. PMID: 35733405 Free PMC article.
-
Voluntary ethanol consumption changes anticipatory ultrasonic vocalizations but not novelty response.Behav Brain Res. 2017 Mar 1;320:186-194. doi: 10.1016/j.bbr.2016.12.004. Epub 2016 Dec 9. Behav Brain Res. 2017. PMID: 27956212 Free PMC article.
-
Paired-associate versus cross-situational: How do verbal working memory and word familiarity affect word learning?Mem Cognit. 2023 Oct;51(7):1670-1682. doi: 10.3758/s13421-023-01421-7. Epub 2023 Apr 3. Mem Cognit. 2023. PMID: 37012500 Free PMC article. Clinical Trial.
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources
Miscellaneous
