如题,求大神科普
x <- round(runif(10)*10)
y <- round(runif(10)*10)
lm(y~x)
print(summary(lm(y~x)))
我随机产生了10个预测变量和10个响应变量,执行summary后,出现以下参数结果:
Call:
lm(formula = y ~ x)
Residuals:
Min 1Q Median 3Q Max
-2.4608 -1.0477 -0.9177 1.3655 4.0170
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 7.9387 1.1643 6.818 0.000135 ***
x -0.8695 0.2228 -3.902 0.004533 **
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 2.092 on 8 degrees of freedom
Multiple R-squared: 0.6555, Adjusted R-squared: 0.6125
F-statistic: 15.22 on 1 and 8 DF, p-value: 0.004533
求解标红部分是什么统计学含义。谢谢大家。