glances function

Glance at many fitted model objects

glances() repeatedly calls glance() on several fitted model objects and binds the output together, sorted by a column of interest.

glances(object, ...)

## S3 method for class 'splm'
glances(object, ..., sort_by = "AICc", decreasing = FALSE, warning = TRUE)

## S3 method for class 'spautor'
glances(object, ..., sort_by = "AICc", decreasing = FALSE, warning = TRUE)

## S3 method for class 'splm_list'
glances(object, ..., sort_by = "AICc", decreasing = FALSE, warning = TRUE)

## S3 method for class 'spautor_list'
glances(object, ..., sort_by = "AICc", decreasing = FALSE, warning = TRUE)

## S3 method for class 'spglm'
glances(object, ..., sort_by = "AICc", decreasing = FALSE, warning = TRUE)

## S3 method for class 'spgautor'
glances(object, ..., sort_by = "AICc", decreasing = FALSE, warning = TRUE)

## S3 method for class 'spglm_list'
glances(object, ..., sort_by = "AICc", decreasing = FALSE, warning = TRUE)

## S3 method for class 'spgautor_list'
glances(object, ..., sort_by = "AICc", decreasing = FALSE, warning = TRUE)

Arguments

• object: A fitted model object from splm(), spautor(), spglm(), or spgautor().
• ...: Additional fitted model objects. Ignored if object has class splm_list, spautor_list, spglm_list, or spgautor_list.
• sort_by: Sort by a glance statistic (i.e., the name of a column output from glance() or the order of model input (sort_by = "order"). The default is "AICc".
• decreasing: Whether sort_by should sort by decreasing order? The default is FALSE.
• warning: Whether a warning is displayed when model comparisons violate certain rules. The default is TRUE.

Returns

A tibble where each row represents the output of glance() for each fitted model object.

Examples

lmod <- splm(z ~ water + tarp,
  data = caribou,
  spcov_type = "none"
)
spmod <- splm(z ~ water + tarp,
  data = caribou,
  spcov_type = "exponential", xcoord = x, ycoord = y
)
glances(lmod, spmod)
glances(lmod, spmod, sort_by = "logLik", decreasing = TRUE)