| panel-designs {panelPomp} | R Documentation |
#' Create design matrix for panelPomp calculations
Description
These functions are useful for generating design matrices for the exploration of parameter space.
Usage
runif_panel_design(
lower = numeric(0),
upper = numeric(0),
nseq,
specific_names,
unit_names
)
Arguments
lower, upper |
named numeric vectors giving the lower and upper bounds of the ranges, respectively. |
nseq |
Total number of points requested |
specific_names |
Character vector containing the names of unit-specific
parameters. This argument must be used in conjunction with the argument
|
unit_names |
Character vector containing the names of the units of the
panel. If not used in conjunction with |
Value
runif_panel_design returns a data.frame object with
nseq rows. Each row corresponds to a parameter set drawn randomly
from a multivariate uniform distribution specified by the lower,
upper, specific_names and unit_names arguments.
Author(s)
Jesse Wheeler, Aaron A. King
Examples
runif_panel_design(
lower = c('a' = 0, 'b' = 10, 'a[u2]' = 0.5),
upper = c('a' = 1, 'b' = 15, 'a[u2]' = 0.75),
specific_names = c('a'),
unit_names = paste0(rep('u', 5), 1:5),
nseq = 10
)