Fit BYM2 Small Area Estimation model using tmbstan. — bym2_tmbstan • arealutils

Fit BYM2 Small Area Estimation model using tmbstan.

Usage

bym2_tmbstan(
  sf,
  nsim_warm = 100,
  nsim_iter = 1000,
  chains = 4,
  cores = parallel::detectCores(),
  ii = NULL
)

Arguments

sf: A simple features object with some geometry.
nsim_warm: Number of warmup samples, passed to rstan.
nsim_iter: Number of samples, passed to rstan.
chains: Number of chains, each of which gets nsim_warm + nsim_iter samples, passed to rstan.
cores: Number of cores, passed to rstan, defaults to parallel::detectCores().
ii: The (zero-indexed) indices of the observations held-out.

Examples

bym2_tmbstan(mw, nsim_warm = 0, nsim_iter = 100, cores = 2)
#> Error in .class1(object): object 'mw' not found