Build the TMB ADFun object for multi-map disaggregation

Internal helper. Converts data, priors, and model settings into the list of inputs required by 'TMB::MakeADFun()'.

Usage

make_model_object_mmap(
  data,
  priors = NULL,
  family = "gaussian",
  link = "identity",
  time_varying_betas = FALSE,
  fixed_effect_betas = TRUE,
  field = TRUE,
  iid = TRUE,
  silent = TRUE,
  starting_values = NULL,
  optimizer = NULL,
  verbose = FALSE
)

Arguments

data: A 'disag_data_mmap' object.
priors: NULL or named list overriding default hyperpriors.
family: One of "gaussian", "binomial", "poisson", "negbinomial".
link: One of "identity", "logit", "log".
time_varying_betas: Logical; if TRUE, each time point has its own fixed-effect
fixed_effect_betas: Logical; if FALSE, active beta coefficients are included in TMB random effects (for AGHQ inner-Laplace treatment).
field: Logical: include spatial field?
iid: Logical: include IID polygon effects?
silent: Logical: pass to 'MakeADFun()' to suppress output.
starting_values: NULL or named list of starting values.
optimizer: Optional; For changing the arguments used in AGHQ.
verbose: Logical: if TRUE, print details throughout including runtime.

Value

A 'TMB::ADFun' object ready for 'marginal_laplace_tmb()'.