Datagenerator: Generating samples in Simulation.

In funstatpackages/gsvcm: Generalized Spatially Varying Coefficient Models

Description

Datagenerator is used to generate samples on horseshoe domain for Scenario 1 (Gaussian), Scenario 2 (Poisson), and Scenario 3 (negative binomial).

Usage

Datagenerator(family, grid = 0.005)

Arguments

family	The family object, specifying the distribution and link to use. Choose "gaussian" for Gaussian distribution, "poisson" for poisson distribution, and "nb_bps" for negative binomial distribution.
grid	The distance between grid points – default is set to 0.005.

Details

This R package is the implementation program for manuscript entitled "Generalized Spatially Varying Coefficinet Models" by Myungjin Kim and Li Wang.

Value

A data matrix with a response ('y'), true coefficient functions ('m1' and 'm2'), covariates ('x1' and 'x2'), and locations ('u' and 'v').

funstatpackages/gsvcm documentation built on May 9, 2020, 12:46 a.m.