///
/// 求出数据平均值,并保留三位小数
///
/// 数据集合
///
public static double average(List Valist)
{
double sum = 0;
foreach (double d in Valist)
{
sum = sum + d;
}
double revl = System.Math.Round(sum / Valist.Count, 3);
return revl;
}
///
/// 求数据集合标准差
///
///
///
public static double stdev(List ValList)
{
double avg = average(ValList);
double sumstdev = 0;
foreach (double d in ValList)
{
sumstdev = sumstdev + (d - avg) * (d - avg);
}
double stdeval = System.Math.Sqrt(sumstdev);
return System.Math.Round(stdeval, 3);
}
///
/// 相关系数,要求两个集合数量必须相同
///
/// 数组一
/// 数组二
///
public double correl(List array1, List array2)
{
//数组一
double avg1 = average(array1);
double stdev1 = stdev(array1);
//数组二
double avg2 = average(array2);
double stdev2 = stdev(array2);
double sum = 0;
for (int i = 0; i < array1.Count && i < array2.Count; i++)
{
sum = sum + ((array1[i] - avg1) / stdev1) * ((array2[i] - avg2) / stdev2);
}
return Math.Round(sum, 3);
}