RandomCoefficients (version 0.0.2)

boot_stat: Auxiliary function for parallel implementation of rc_estim

Description

Auxiliary function that compute for fixed value of t the partial Fourier transform of the density of the random coefficients. This function is used in the parallel computation of the estimator.

Usage

boot_stat(t_ind, T_seq, und_X, twoN, N2, L1, d, f_X, Y, X, N, limit, g1, M,
  n_f_X)

Arguments

t_ind

index of the parameter t

T_seq

discrete grid for the first variable of the Partial Fourier transform

und_X

bound on the suport of the regressors X

twoN

parameter useful to compute the SVD

N2

parameter useful to compute the SVD

L1

parameter useful to compute the SVD

d

dimension of X

f_X

estimated density of X

Y

outcome data

X

regressors data

N

sample size

limit

apriori on the support of the density of the random slope

g1

evaluation grid for the estimator of the density

M

number of points in g1.

n_f_X

estimated supnorm of the inverse of the density of the regressors

Value

a list containing, in order:

- output

- res0

Examples

# NOT RUN {
# }