univariate_diagnostic_plot: Diagnostic Plots for Univariate and Multivariate Data

In MVN: Multivariate Normality Tests

Diagnostic Plots for Univariate and Multivariate Data

Description

Generates QQ plots, histograms with density overlays, boxplots, or scatterplot matrices for numeric data (vector, matrix, or data frame).

Usage

univariate_diagnostic_plot(
  data,
  type = c("qq", "histogram", "boxplot", "scatter"),
  title = NULL,
  interactive = FALSE
)

Arguments

data	A numeric vector, matrix, or data frame with observations in rows and variables in columns.
type	Character; type of plot. One of: "qq", "histogram", "boxplot", "scatter". Default selects the first.
title	Character; plot title.
interactive	Logical; if TRUE, renders the plot interactively using plotly.

Examples

## Not run: 
data <- iris[1:50, 1:3]
univariate_diagnostic_plot(data, type = "histogram")
univariate_diagnostic_plot(data, type = "qq")
univariate_diagnostic_plot(data, type = "boxplot")
univariate_diagnostic_plot(data, type = "scatter", interactive = TRUE)

## End(Not run)

MVN documentation built on June 10, 2025, 5:12 p.m.