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2009 Sep 08
2
Fitting a linear model with a break point
Hello,
I would like to test some data to see whether it has the shape of a step
function (i.e. y1 up until x_th and then y2 where x_th is the
threshold). The threshold x_th is unknown and the x values can only
take discrete values (0,1,2,3,4).
An example would be:
data<- data.frame(x=1:20,y=c(rnorm(10),rnorm(10,10)))
I was thinking along the lines of fitting some sort of piiecewise linear
model which...