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Glance at a fitted bml model

Source: R/tidy.bml.R
glance.bml.Rd

Returns a one-row tibble with model-level information following the broom conventions, suitable for model comparison.

Usage

# S3 method for class 'bml'
glance(x, ...)

Arguments

x

A fitted model object of class "bml" returned by bml.

...

Additional arguments (currently unused).

Value

A one-row tibble with columns:

  • nobs: Number of main-level (outcome) units

  • n.members: Number of member-level units across mm blocks

  • DIC: Deviance Information Criterion

  • family: Outcome family

  • iter, chains: MCMC settings

  • storage, ndraws: retained posterior information

  • max_rhat, min_ess_bulk, min_ess_tail, n_flagged, and convergence: model-level diagnostics

See also

bml, tidy.bml, bmlCompare

Author

Benjamin Rosche benrosche@nyu.edu

Examples

if (FALSE) { # \dontrun{
glance(m1)
} # }