vizdraws — vizdraws • vizdraws

Visualize Draws from Prior or Posterior Distributions

vizdraws(
  prior = NULL,
  posterior = NULL,
  MME = 0,
  threshold = NULL,
  units = NULL,
  quantity = FALSE,
  tense = c("future", "past"),
  backgroundColor = "#FFFFFF",
  backgroundOpacity = 0.9,
  xlab = NULL,
  breaks = NULL,
  break_names = NULL,
  colors = NULL,
  width = NULL,
  height = NULL,
  xlim = NULL,
  font_scale = 1,
  display_mode_name = FALSE,
  title = "",
  stop_trans = FALSE,
  percentage = FALSE,
  elementId = NULL,
  logoPath = NULL,
  logoSize = 100,
  logoLocation = c("bottom-right", "top-left", "top-right", "bottom-left")
)

Arguments

prior: (optional) Prior distribution or draws from it. Supported distributions: `Normal`, `uniform`, `beta`, and `gamma`. Provide either this or the posterior.
posterior: (optional) Draws from the posterior distribution. Provide either this or the prior.
MME: Minimum meaningful effect. If not provided, MME is set to zero.
threshold: If the probability is greater than this threshold, a decision is considered comfortable.
units: Optional argument to specify the units of x (e.g., dollars or applications).
quantity: Defaults to FALSE. When set to true, the text will reflect predicting a quantity rather than a treatment effect.
tense: Either "future" or "past." This is the tense used in the description if quantity is set to TRUE. NULL.
backgroundColor: Defaults to '#FFFFFF'.
backgroundOpacity: Defaults to 0.9.
xlab: Defaults to NULL.
breaks: Defaults to NULL.
break_names: Defaults to NULL.
colors: Colors for the left, middle, and right areas. Defaults to c("#e41a1c", "#377eb8", "#4daf4a").
width: Width for shiny.
height: Height for shiny.
xlim: Defaults to NULL.
font_scale: Defaults to 1.
display_mode_name: Defaults to FALSE.
title: Defaults to ''.
stop_trans: Defaults to FALSE. When set to true, the initial transition stops at posterior density.
percentage: Defaults to FALSE. When set to true, the x-axis tick format will be set to percentage.
elementId: Use an explicit element ID for the widget (rather than an automatically generated one). elementID for shiny.
logoPath: Logo path. Defaults to NULL.
logoSize: Logo size. Defaults to FALSE.
logoLocation: Logo location. c('bottom-right', 'top-left', 'top-right', 'bottom-left').

Value

A HTML widget object.

Details

A function to visualize draws from either the prior or posterior distribution, facilitating interpretation and decision-making.

Examples

if(interactive()){
  set.seed(9782)
  library(vizdraws)
  vizdraws(prior = rnorm(100000))
}