A covariate is a variable that is possibly predictive of the outcome under study, which researchers include in their analyses to account for its effect on the dependent variable. By controlling for covariates, researchers can reduce confounding and obtain clearer insights into the relationships between independent and dependent variables. This helps enhance the validity of statistical models like ANCOVA and MANOVA.
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