Add a full-factorial simdesign to a nl object

Add a full-factorial simdesign to a nl object

Usage

simdesign_ff(nl, nseeds)

Arguments

nl

nl object with a defined experiment

nseeds

number of seeds for this simulation design

Value

simdesign S4 class object

Details

This function creates a simdesign S4 class which can be added to a nl object.

Variables in the experiment variable list need to provide a vector of distinct values (e.g. list(values=c(1,2,3,4)). Or a sequence definition with min, max and step (e.g. list=(min=1, max=4, step=1)). If both (values and sequence) are defined, the full-factorial design gives priority to the values.

The full-factorial simdesign uses these defined parameter ranges within the nl object. A full-factorial matrix of all parameter combinations is created as input tibble for the simdesign. Finally, the function reports a simdesign object.

Examples

# To attach a simdesign, a nl object needs to be created first (see ?nl).
# For this example, we load a nl object from test data.

nl <- nl_ff
nl@simdesign <- simdesign_ff(nl = nl, nseeds = 3)
#> Creating full factorial simulation design