We can generate orthogonal polynomials in R with
pp <- poly(cars$speed, 2)
Is there a way to get the original values out of the result pp
(inverse poly function)?
In other words, what should the function f
look like that returns the following result:
f(poly(cars$speed, 2)) == cars$speed
?
cars$speed
must be of the form a + b * pp[, 1] for some scalars a and b and knowing that thecoefs
attribute of poly objects contains values which can be used for reconstruction we find the following reconstruction ofcars$speed
asspeed
.