[R] differentiating a numeric vector

Levi Waldron leviwaldron at gmail.com
Wed Mar 5 21:18:28 CET 2008


What functions exist for differentiating a numeric vector (in my case
spectral data)?  That is, experimental data without an analytical
function.  ie,

> x <- seq(1,10,0.1)
> y=x^3+rnorm(length(x),sd=0.01)     #although the real function would be nothing simple like x^3...
> derivy <- ....

I know I could just use diff(y) but it would be nice to estimate
derivatives at the endpoints, calculate higher-order derivatives, and
maybe have some smoothing options ie by differentiating a spline or
something like that.



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