Plot Method for Bootstrap Diagnostics

Creates diagnostic visualizations for bootstrap analysis.

Usage

# S3 method for class 'tsbs_diagnostics'
plot(
  x,
  type = c("all", "block_lengths", "start_positions", "means_comparison",
    "acf_comparison", "length_distribution"),
  ...
)

Arguments

x

A tsbs_diagnostics object.

type

Character string specifying plot type. One of:

"all"

Produce all applicable plots (default).

"block_lengths"

Histogram of block lengths.

"start_positions"

Histogram of block starting positions.

"means_comparison"

Compare original vs bootstrap means.

"acf_comparison"

Compare original vs bootstrap autocorrelation.

"length_distribution"

Distribution of bootstrap series lengths.

...

Additional arguments (unused).

Value

Invisibly returns list of ggplot objects if ggplot2 available, otherwise uses base R graphics.