eg2pop_dat: Rectangular Domain Simulation Data

In funstatpackages/GgAM: Generalized geoAdditive Models

Description

This dataset includes the simulated data from rectangular domain with 20×20 lattice grid points and error term from stationary gaussian process with mean zero.

Usage

data("eg2pop_dat")

Format

eg2pop_dat is a list with three data frames: pop, V20 and T20. V20 is the verticies dataset and T20 is the corresponding indices of vertices in Vs.

pop:

Y

Response variable.

m

The true values for nonlinear part.

x1

The location parameter (longitude).

x2

The location parameter (latitude).

z1, z2, z3, z4,z5, z6, z7, z8

The parametric covariates.

Details

Here is the data generating process: Y _ { i } = \mathbf { Z } _ { i } ^ { \top } \boldsymbol { β } + \varepsilon _ { i } , i = 1 , … , n, where \boldsymbol { β } = ( 1 , - 1,0,0,0,0,0,0 ) ^ { \top }. All covariates are generated from N(0,1).

References

Wang et al. (2018)

Examples

## see ?plbpsm help files

funstatpackages/GgAM documentation built on Nov. 4, 2019, 12:59 p.m.