Gen_data_same_time: Generate the data at the same time points

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

Description

Generate the response and the covariates at the same time points.

Usage

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

Arguments

n	The number of sample size to be generated.
pois_par	The 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	signal of the functional parameter.

Value

y	The response in the simulations.
x	The functional variable in the simulations with the same observation times with the response.
z	The scalar variables in the simulations with the same observation times with the response.

References

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

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