Function reference • weird

Package

weird weird-package: weird: Functions and Data Sets for "That's Weird: Anomaly Detection Using R" by Rob J Hyndman

Data

Data sets included in the package

cricket_batting: Cricket batting data for international test players

n01: Multivariate standard normal data

oldfaithful: Old faithful eruption data

fetch_wine_reviews(): Wine prices and points

Functions for calculating anomaly scores

density_scores(): Density scores

glosh_scores(): GLOSH scores

lof_scores(): Local outlier factors

stray_scores(): Stray scores

lookout(): Lookout probabilities

Functions for identifying anomalies

peirce_anomalies() chauvenet_anomalies(): Anomalies according to Peirce's and Chauvenet's criteria

grubbs_anomalies() dixon_anomalies(): Statistical tests for anomalies using Grubbs' test and Dixon's test

stray_anomalies(): Stray anomalies

Functions for robust scaling of multivariate data

mvscale(): Compute robust multivariate scaled data

Functions for working with kernel density estimates

as_kde(): Convert data frame or matrix object to kde class

autoplot(<kde>): Produce ggplot of densities in 1 or 2 dimensions

kde_bandwidth(): Robust bandwidth estimation for kernel density estimation

Functions for Graphics and HDR calculations

gg_bagplot(): Bagplot

gg_hdrboxplot(): HDR plot

hdr_palette(): Color palette designed for plotting Highest Density Regions

hdr_table(): Table of Highest Density Regions

Other Functions

weird_conflicts(): Conflicts between weird packages and other packages

weird_packages(): List all packages loaded by weird