est_dens: One dimensional projection estimator
In nschaefer1211/OSE: Orthogonal Series Density Estimation

Description Usage Arguments Value Examples

Given a sample of i.i.d. real random variables with common density, and a basis of class Basis this function calculates the projection estimator of this density.

1	est_dens(basis, data, D)

`basis`	an object of class `Basis`
`data`	a numeric vector containing a sample of i.i.d. real random variables with common density
`D`	a natural number smaller or equal to the dimension of the vector space generated by `basis`

The projection estimator of the density of data given basis

# example with the trigonometric basis
d <- 100
trig_bas <- Trig_Basis$new(d)
data <- runif(100)
estimated_density <- est_dens(trig_bas, data, 10)
estimated_density