Iowa corn typically yields 160 bushels per acre. A new experimental variety, grown on 36 1-acre test plots, yielded 163.5 bushels on average, with a standard deviation of 13.5 bushels. At a 5% significance level, can we conclude that the new variety has a higher yield?