mlergm: plot.gof_mlergm – R documentation

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plot.gof_mlergm

Plot goodness-of-fit results

Description

Produces goodness-of-fit plots for a gof_mlergm object in order to visualize and assess the fit of an estimated model produced by mlergm.

Usage

## S3 method for class 'gof_mlergm'
plot(
  x,
  ...,
  individual_plots = FALSE,
  save_plots = FALSE,
  show_plots = TRUE,
  width = 8,
  height = 4.5,
  cutoff = NULL,
  x_labels = NULL,
  x_angle = 0,
  x_axis_label = NULL,
  y_axis_label = "Count",
  plot_title = "",
  title_size = 18,
  axis_label_size = 14,
  axis_size = 10,
  line_size = 1,
  x_axis_label_size = NULL,
  y_axis_label_size = NULL,
  x_axis_size = NULL,
  y_axis_size = NULL,
  pretty_x = TRUE
)

Arguments

`x`	An object of class `gof_mlergm`, produced by `gof.mlergm`.
`...`	Additional argument to be passed if necessary.
`individual_plots`	(Logical `TRUE` or `FALSE`) If `TRUE`, individual gof plots are produced. Defaults to `FALSE`.
`save_plots`	(Logical `TRUE` or `FALSE`) If `TRUE`, the individual GOF plots are saved.
`show_plots`	(Logical `TRUE` or `FALSE`) If `TRUE`, the plots are printed to the screen, and if `FALSE` no plots are displayed. This may be helpful when the only desire is to save the individual GOF plots.
`width`	If `save_plots == TRUE`, controls the plot width dimension saved.
`height`	If `save_plots == TRUE`, controls the plot height dimension saved.
`cutoff`	For statistics that are distributions (e.g., degree distributions), specifies a cutoff point. Dimensions past the cutoff are ignored and not plotted.
`x_labels`	Character vector specifying the statistic names or labels.
`x_angle`	Adjusts the angle of the x axis tick labels (typically the statistic names).
`x_axis_label`	Label for the x axis.
`y_axis_label`	Label for the y aixs.
`plot_title`	Title for the plot.
`title_size`	Font size for the plot title.
`axis_label_size`	Font size for the axis labels. Individual axes label sizes can be changed using `x_axis_label_size` and `y_axis_label_size` which are detailed below.
`axis_size`	Font size for the axis tick labels. Individual axes tick label sizes can be changed using `x_axis_size` and `y_axis_size` which are detailed below.
`line_size`	(Numeric, non-negative) If `line_size` is positive, then a red line will be plotted to indicate the observed network value of the statistic. If `line_size` is equal to zero, then the observed data line will not be plotted.
`x_axis_label_size`	The font size of the x axis label. When `NULL`, `axis_label_size` is used. Defaults to `NULL`.
`y_axis_label_size`	The font size of the y axis label. When `NULL`, `axis_label_size` is used. Defaults to `NULL`.
`x_axis_size`	The font size of the x axis tick labels. When `NULL`, `axis_size` is used. Defaults to `NULL`.
`y_axis_size`	The font size of the y acis tick labels. When `NULL`, `axis_size` is used. Defaults to `NULL`.
`pretty_x`	(Logical `TRUE` or `FALSE`) If set to `TRUE`, the `link{pretty}` function will be called to format the x-axis breaks. This can be useful for when the x-axis range is large.

mlergm

Multilevel Exponential-Family Random Graph Models

v0.7

GPL-3

Authors

Jonathan Stewart [cre, aut], Michael Schweinberger [ctb]

Initial release

plot.gof_mlergm

Description

Usage

Arguments

mlergm

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