Format a block-count posterior distribution as a pretty- table — pretty_table_K_distribution • BTSBM: Bradley

Given the output of relabel_by_lambda, this function produces a pretty table with the posterior distribution of K, the number of blocks induced by the partition x. It formats the result with knitr::kable and kableExtra::kable_styling.

Usage

pretty_table_K_distribution(
  post,
  format = "html",
  p_min = 0.05,
  digits = 3,
  latex_options = c("striped", "hold_position")
)

Arguments

post: The output of relabel_by_lambda()
format: Character string. The format of the output table. Default is "html". Switch to "latex" for a document-ready table.
p_min: Numeric scalar. Probabilities \(\le\) this threshold are dropped before pivoting. Defaults to 0.05.
digits: Integer passed to knitr::kable for rounding. Defaults to 3.
latex_options: Character vector of LaTeX options passed to kableExtra::kable_styling. Defaults to c("striped","hold_position").

Value

A kableExtra / knitr_kable object (suitable for LaTeX or HTML, depending on format).

Details

The function produces a pretty table with the posterior distribution of K, the number of blocks induced by the partition x. it filters the clusters that have a p(K > p_min).