Autoplot Method for fastsae_diagnose Objects

Generates diagnostic visual inspections for small area estimation models evaluated via diagnose.

Usage

# S3 method for class 'fastsae_diagnose'
autoplot(
  object,
  type = c("all", "calibration", "rse", "residuals", "qq", "pit", "cpo"),
  ...
)

Arguments

object

An object of class "fastsae_diagnose" returned by diagnose.

type

Character string indicating the diagnostic plot type:

• "all": Combined multi-metric inspection (Calibration and RSE reduction).

• "calibration": Direct estimates vs SAE predictions with 1:1 identity line.

• "rse": RSE comparison between direct estimator and model-based predictions.

• "residuals": Standardized residuals versus fitted values.

• "qq": Normal Q-Q plot of standardized residuals.

...

Additional arguments passed to ggplot2 layers.

Value

A ggplot object.