Function runs a retrospective analysis for a FIMS model based on a vector of years to be removed from the data

Function runs a retrospective analysis for a FIMS model based on a vector of years to be removed from the data

Usage

run_fims_retrospective(years_to_remove, data, parameters, n_cores = NULL)

Arguments

years_to_remove

vector of number of years to remove (e.g. if you want to do 5 peels, years_to_remove = 0:5)

data

full dataset used in base model run

parameters

input parameters used in base FIMS model

n_cores

The number of cores to use to run likelihood profile in parallel. Default is parallel::detectCores() - 1.

Value

A list containing the vector of parameter values and a dataframe of estimates from each retrospective peel

Examples

if (FALSE) { # \dontrun{
 library(FIMS)
# Use built-in dataset from FIMS
 data("data1")
# Create a parameters object
 parameters <- data_4_model |>
   create_default_configurations() |>
   create_default_parameters(data = data_4_model)

 fit1 <- run_fims_retrospective(
   years_to_remove = 1,
   data = data1,
   parameters = parameters,
   n_cores = 1
  )

} # }