glance.spmodel: Glance at a fitted model object

In spmodel: Spatial Statistical Modeling and Prediction

Glance at a fitted model object

Description

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.

Usage

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

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

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

## S3 method for class '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)

spmodel documentation built on April 4, 2025, 1:39 a.m.