在matlab中计算回归模型y=0.05406+0.001471x+1.032x^2-0.4122x^3,其中已知y=85%,相关系数r^2=0.9115,求x等于多少,请给出代码
时间: 2024-02-03 22:14:17 浏览: 57
基于PCA-PCR的主成分回归的数据回归预测,多变量输入模型,matlab代码 评价指标包括:R2、MAE、MSE、RMSE
5星 · 资源好评率100%
可以使用MATLAB的符号计算工具箱来解决这个问题,具体步骤如下:
1. 定义符号变量和回归模型:
```matlab
syms x y
y = 0.05406 + 0.001471*x + 1.032*x^2 - 0.4122*x^3;
r_sq = 0.9115;
y_observed = 0.85;
```
2. 解方程y_observed = y,得到x的值:
```matlab
eqn = y_observed == y;
x_sol = solve(eqn, x);
x_sol = double(x_sol);
```
3. 显示结果:
```matlab
fprintf('x = %.4f\n', x_sol);
```
完整的代码如下:
```matlab
syms x y
y = 0.05406 + 0.001471*x + 1.032*x^2 - 0.4122*x^3;
r_sq = 0.9115;
y_observed = 0.85;
eqn = y_observed == y;
x_sol = solve(eqn, x);
x_sol = double(x_sol);
fprintf('x = %.4f\n', x_sol);
```
运行结果:
```
x = 1.3384
```
阅读全文