Add a latin-hypercube simdesign to a nl object
Arguments
- nl
nl object with a defined experiment
- samples
number of samples for the latin hypercube
- nseeds
number of seeds for this simulation design
- precision
number of digits for the decimal fraction of parameter values
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 numeric distribution with min, max and qfun (e.g. list(min=1, max=4, qfun="qunif")).
The latin hypercube simdesign creates a parameter matrix based on these defined distributions. Finally, the function reports a simdesign object.