/**
*
* * @描述:图像:偏度 <br/>
* * @方法名: skewness <br/>
* * @param in <br/>
* * @return <br/>
* * @返回类型 double 返回值小于零为负偏度,大于0为正偏度,等于0是正态分布 <br/>
* * @创建人 micheal <br/>
* * @创建时间 2019年1月3日下午2:55:11 <br/>
* * @修改人 micheal <br/>
* * @修改时间 2019年1月3日下午2:55:11 <br/>
* * @修改备注 <br/>
* * @since <br/>
* * @throws <br/>
*
*/
public static double skewness(double[] in) {
double mean = mean(in);
double median = median(in);
double SD = Smath.standardDeviation(in);
return 3 * Mutil.divide(Mutil.subtract(mean, median), SD, 2);
}
测试代码,打印结果,偏度:-0.09
double[] in6 = { 47, 2, 44, 41, 7, 6, 35, 38, 35, 36, 10, 11, 14, 14, 30, 30, 32, 33, 34, 32, 31, 31, 15, 16, 17, 16, 15, 19, 18, 16, 25, 25, 26, 26, 27, 29, 29, 28, 29, 27, 20, 21, 21, 21, 24, 24, 23, 20, 21, 20 };
log.info("计算[偏度]:" + skewness(in6));