Runs HMC/NUTS sampling for one model family across all curve_ids in the data. Returns a structured list containing the CmdStanMCMC fit, posterior draws, and metadata.
Usage
fit_bayes_single(
stan_data,
model_family = "logistic4",
chains = 4L,
warmup = 1000L,
sampling = 1000L,
adapt_delta = 0.9,
max_treedepth = 12L,
seed = NULL,
compiled_model = NULL,
verbose = FALSE
)Arguments
- stan_data
Named list from
build_stan_data().- model_family
Character. Model name.
- chains
Integer. Default 4.
- warmup
Integer. Default 1000.
- sampling
Integer. Default 1000.
- adapt_delta
Numeric. Default 0.9.
- max_treedepth
Integer. Default 12.
- seed
Integer or NULL.
- compiled_model
Optional pre-compiled CmdStanModel.
- verbose
Logical.