Glance at a fitted model object

Returns a row of model summaries from a fitted model object. Glance returns the same number of columns for all models and estimation methods. If a particular summary is undefined for a model or estimation method (e.g., likelihood statistics for estimation methods "sv-wls" or "sv-cl" of splm() objects), NA is returned for that summary.

# S3 method for splm
glance(x, ...)

# S3 method for spautor
glance(x, ...)

# S3 method for spglm
glance(x, ...)

# S3 method for spgautor
glance(x, ...)

Arguments

x

A fitted model object from splm(), spautor(), spglm(), or spgautor().

...

Other arguments. Not used (needed for generic consistency).

Value

A single-row tibble with columns

• n The sample size.

• p The number of fixed effects.

• npar The number of estimated covariance parameters.

• value The optimized value of the fitting function.

• AIC The AIC.

• AICc The AICc.

• BIC The BIC.

• logLik The log-likelihood.

• deviance The deviance.

• pseudo.r.squared The pseudo r-squared.

See also

stats::AIC() AICc() stats::BIC() logLik.spmodel() deviance.spmodel() pseudoR2() tidy.spmodel() augment.spmodel()

Examples

spmod <- splm(z ~ water + tarp,
  data = caribou,
  spcov_type = "exponential", xcoord = x, ycoord = y
)
glance(spmod)
#> # A tibble: 1 × 10
#>       n     p  npar value   AIC  AICc   BIC logLik deviance pseudo.r.squared
#>   <int> <dbl> <int> <dbl> <dbl> <dbl> <dbl>  <dbl>    <dbl>            <dbl>
#> 1    30     4     3 -5.85 0.150  1.07  4.35   2.92       26            0.396