Analysis of accuracy data?
ANOVA and linear regression are inappropriate when your outcome is a percentage of correct trials, especially so if numbers are near the boundaries 0% or 100%. 

Mixed effects logistic regression may be appropriate. 

More detailed answers would require more details about your experiment.