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Beyond t test and ANOVA: applications of mixed-effects models for more rigorous statistical analysis in neuroscience research
Affiliation:1. Department of Statistics, Donald Bren School of Information and Computer Sciences, University of California, Irvine, Irvine, CA 92697-3425, USA;2. Department of Anatomy and Neurobiology, School of Medicine, University of California, Irvine, Irvine, CA 92697-1275, USA;3. Department of Physiology and Biophysics, School of Medicine, University of California, Irvine, Irvine, CA 92697- 4560, USA;4. Department of Biomedical Engineering, University of California, Irvine, Irvine, CA 92697-2715, USA;5. Department of Microbiology and Molecular Genetics, University of California, Irvine, Irvine, CA 92697-4025, USA;6. Department of Computer Science, University of California, Irvine, Irvine, CA 92697-3435, USA;7. The Center for Neural Circuit Mapping, University of California, Irvine, Irvine, CA 92697, USA
Abstract:
Keywords:clustered data  repeated measures  linear regression model  linear mixed-effects model  generalized linear mixed-effects model  Bayesian analysis
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