R 在图本身上打印线性回归方程 [英] R print equation of linear regression on the plot itself

问题描述

我们如何在图上打印一条线的方程?

How do we print the equation of a line on a plot?

我有 2 个自变量，想要一个这样的方程:

I have 2 independent variables and would like an equation like this:

y=mx1+bx2+c

where x1=cost, x2 =targeting

我可以绘制最佳拟合线，但如何在图中打印方程?

I can plot the best fit line but how do i print the equation on the plot?

也许我不能在一个方程中打印 2 个自变量，但我该怎么做呢?y=mx1+c 至少?

Maybe i cant print the 2 independent variables in one equation but how do i do it for say y=mx1+c at least?

这是我的代码:

fit=lm(Signups ~ cost + targeting)
plot(cost, Signups, xlab="cost", ylab="Signups", main="Signups")
abline(lm(Signups ~ cost))

推荐答案

我尝试将输出自动化一点:

I tried to automate the output a bit:

fit <- lm(mpg ~ cyl + hp, data = mtcars)
summary(fit)
##Coefficients:
##             Estimate Std. Error t value Pr(>|t|)    
## (Intercept) 36.90833    2.19080  16.847  < 2e-16 ***
## cyl         -2.26469    0.57589  -3.933  0.00048 ***
## hp          -0.01912    0.01500  -1.275  0.21253 


plot(mpg ~ cyl, data = mtcars, xlab = "Cylinders", ylab = "Miles per gallon")
abline(coef(fit)[1:2])

## rounded coefficients for better output
cf <- round(coef(fit), 2) 

## sign check to avoid having plus followed by minus for negative coefficients
eq <- paste0("mpg = ", cf[1],
             ifelse(sign(cf[2])==1, " + ", " - "), abs(cf[2]), " cyl ",
             ifelse(sign(cf[3])==1, " + ", " - "), abs(cf[3]), " hp")

## printing of the equation
mtext(eq, 3, line=-2)

希望能帮到你，

亚历克斯

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