DeBoinR: Box-Plots and Outlier Detection for Probability Density Functions

Orders a data-set consisting of an ensemble of probability density functions on the same x-grid. Visualizes a box-plot of these functions based on the notion of distance determined by the user. Reports outliers based on the distance chosen and the scaling factor for an interquartile range rule. For further details, see: Alexander C. Murph et al. (2023). "Visualization and Outlier Detection for Probability Density Function Ensembles." <https://sirmurphalot.github.io/publications>.

Getting started

Package details

AuthorAlexander C. Murph [aut, cre] (<https://orcid.org/0000-0001-7170-867X>), Justin D. Strait [aut] (<https://orcid.org/0000-0003-4356-9443>)
MaintainerAlexander C. Murph <murph@lanl.gov>
LicenseMIT + file LICENSE
Version1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("DeBoinR")

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DeBoinR documentation built on May 29, 2024, 1:44 a.m.