Valid statistical approaches for clustered data: A Monte Carlo simulation study
K. A. McLaurin, A. J. Fairchild, D. Shi, R. M. Booze, C. F. Mactutus
This study evaluates the impact of incorrect statistical modeling of nested data in preclinical research using Monte Carlo simulations, showing increased type 1 error and bias when using fixed effects ANOVA instead of random effects ANOVA.
bioRxiv · Nov 27, 2020 · PreprintScientific Communication & Education