z关于x和y的二元最小二乘C语言代码
时间: 2024-02-05 09:11:31 浏览: 59
以下是关于x和y的二元最小二乘的C语言代码:
```c
#include <stdio.h>
#include <math.h>
#define MAX 100
int main()
{
int n, i;
double sum_x = 0, sum_y = 0, sum_x2 = 0, sum_xy = 0, a, b, x[MAX], y[MAX];
printf("Enter the number of data points: ");
scanf("%d", &n);
printf("Enter the data points:\n");
for(i = 0; i < n; i++)
{
printf("x[%d] = ", i);
scanf("%lf", &x[i]);
printf("y[%d] = ", i);
scanf("%lf", &y[i]);
sum_x += x[i];
sum_y += y[i];
sum_x2 += pow(x[i], 2);
sum_xy += x[i] * y[i];
}
b = (n * sum_xy - sum_x * sum_y) / (n * sum_x2 - pow(sum_x, 2));
a = (sum_y - b * sum_x) / n;
printf("\nThe equation of the line is: y = %.2lfx + %.2lf", b, a);
return 0;
}
```
其中,x和y分别存储了n个数据点,a和b分别代表直线方程中的截距和斜率。程序通过输入数据点来计算出a和b,最终输出直线方程。
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