R print equation of linear regression on the plot itself

Question

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

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

y=mx1+bx2+c

where x1=cost, x2         


        

Answer 1

You use ?text. In addition, you should not use abline(lm(Signups ~ cost)), as this is a different model (see my answer on CV here: Is there a difference between 'controling for' and 'ignoring' other variables in multiple regression). At any rate, consider:

set.seed(1)
Signups   <- rnorm(20)
cost      <- rnorm(20)
targeting <- rnorm(20)
fit       <- lm(Signups ~ cost + targeting)

summary(fit)
# ...
# Coefficients:
#             Estimate Std. Error t value Pr(>|t|)
# (Intercept)   0.1494     0.2072   0.721    0.481
# cost         -0.1516     0.2504  -0.605    0.553
# targeting     0.2894     0.2695   1.074    0.298
# ...

windows();{
  plot(cost, Signups, xlab="cost", ylab="Signups", main="Signups")
  abline(coef(fit)[1:2])
  text(-2, -2, adj=c(0,0), labels="Signups = .15 -.15cost + .29targeting")
}