calculate_p_value.py 文件源码

def main():
    """
    1st phase
    top1 = [70.0, 71.1, 72.5, 70.8, 68.1, 71.9, 71.1, 71.3, 68.4, 70.2]
    top3 = [75.8, 78.4, 77.8, 77.7, 80.0, 77.8, 78.7, 76.4, 79.1, 77.3]
    2nd phase
    """
    x = [53.6, 54.5, 53.7, 52.7, 53.1, 55.5, 55.5, 52.8, 53.7, 52.7]
    y = [89.7, 89.1, 89.5, 88.7, 89.4, 88.6, 89.8, 89.5, 89.2, 89.7]
    # Compute the Wilcoxon rank-sum statistic for two samples.
    wilcoxon = stats.ranksums(x, y)
    anova = stats.f_oneway(x, y)
    print "Wilcoxon: " + str(wilcoxon[1]) + "; ANOVA: " + str(anova[1])