fitCyclopsSimulation
fits simulated Cyclops data using Cyclops or a standard routine.
This function is useful for simulation studies comparing the performance of Cyclops when considering
large, sparse datasets.
fitCyclopsSimulation(
sim,
useCyclops = TRUE,
model = "logistic",
coverage = TRUE,
includePenalty = FALSE,
computeDevice = "native"
)
A simulated Cyclops dataset generated via simulateCyclopsData
Logical: use Cyclops or a standard routine
String: Fitted regression model type
Logical: report coverage statistics
Logical: include regularized regression penalty in computing profile likelihood based confidence intervals
String: Name of compute device to employ; defaults to "native"
C++ on CPU