Gen_data: Generate the data in the simulations

In BIG-S2/GFPLVCM: Genealized functional partinal linear varying-coefficient models

Description

Generate the data used in the simulations.

Usage

Gen_data(n, pois_par, u_time, gamma, len_k, B)

Arguments

n	number of sample size to be generated.
pois_par	number of time points in the t direction follows from a Possion(pois_par).
u_time	length of the observation time in the u direction.
gamma	true values of the scalar parameters
len_k	number of the basis function used when generating the functional parameter.
B	true signal of the functional parameter.

Value

y	the response in the simulations.
x	the functional variable in the simulations.
z	the scalar variables in the simulations.

References

see the paper "Generalized functional partial varying-coefficient model".

BIG-S2/GFPLVCM documentation built on May 23, 2019, 5:01 a.m.