To evaluate differences between the subjects, we fit a one way ANOVA model using response time in seconds (Time) as the dependent or Y variable and the subject as the factor. By itself, the subject variable is insignificant (p-value=0.568). This suggests that the subjects, on the average, have similar response times. Similarly,to evaluate any overarching gender effect, we fit a one-way ANOVA model using time as the dependent variable and gender as the factor.