GappedHist
This R package was inspired by the work of Dr. Fushing Hsieh and Dr. Tania Roy on gapped histograms and analysis of histogram (ANOHT) and developed by Aleksandra Taranov, M.S. student at UC Davis. The academic article it is based on is located here: https://arxiv.org/abs/1702.05879
To install within Rstudio, open Rstudio and in it, run:
install.packages("devtools")
devtools::install_github("alekslovesdata/GappedHist")
To test out the functions, run:
library(GappedHist)
X <- iris[,1:4]
head(X)
M3=histbyDESS(values=X[,3],epsilon=1,graph=TRUE);M3
par(mfrow=c(1,3))
cdffromtable(X[,3],M3$table)
histfromtable(M3$table)
plotDESS(X[,3],M3)