prepare_stcos_demo {stcos} | R Documentation |
Prepare Demo Data for STCOS Model
Description
Create demo data based on ACS example, making a few simple model choices. The purpose of this function is to facilitate examples in other functions. Uses functions in the package to create model terms from shapefiles.
Usage
prepare_stcos_demo(num_knots_sp = 200, basis_mc_reps = 200, eigval_prop = 0.65)
Arguments
num_knots_sp |
Number of spatial knots to use in areal space-time basis. |
basis_mc_reps |
Number of monte carlo reps to use in areal space-time basis. |
eigval_prop |
Proportion of variability to keep in dimension reduction of basis expansions. |
Value
A list containing the following:
-
z
direct estimates. -
v
direct variance estimates. -
H
overlap matrix. -
S
design matrix of basis expansion. -
K
covariance matrix of the random effect.
Examples
## Not run:
out = prepare_stcos_demo()
## End(Not run)
[Package stcos version 0.3.1 Index]