Other packages > Find by keyword >

essHist  

The Essential Histogram
View on CRAN: Click here


Download and install essHist package within the R console
Install from CRAN:
install.packages("essHist")

Install from Github:
library("remotes")
install_github("cran/essHist")

Install by package version:
library("remotes")
install_version("essHist", "1.2.2")



Attach the package and use:
library("essHist")
Maintained by
Housen Li
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-02-05
Latest Update: 2019-05-10
Description:
Provide an optimal histogram, in the sense of probability density estimation and features detection, by means of multiscale variational inference. In other words, the resulting histogram servers as an optimal density estimator, and meanwhile recovers the features, such as increases or modes, with both false positive and false negative controls. Moreover, it provides a parsimonious representation in terms of the number of blocks, which simplifies data interpretation. The only assumption for the method is that data points are independent and identically distributed, so it applies to fairly general situations, including continuous distributions, discrete distributions, and mixtures of both. For details see Li, Munk, Sieling and Walther (2016) .
How to cite:
Housen Li (2018). essHist: The Essential Histogram. R package version 1.2.2, https://cran.r-project.org/web/packages/essHist. Accessed 20 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:36), 1.0.1 (2018-02-05 10:07), 1.1.0 (2018-03-23 22:40), 1.1.1 (2018-04-09 17:24), 1.2.0 (2019-03-10 11:52), 1.2.1 (2019-04-09 00:42)
Other packages that cited essHist R package
View essHist citation profile
Other R packages that essHist depends, imports, suggests or enhances
Complete documentation for essHist
Functions, R codes and Examples using the essHist R package
Some associated functions: checkHistogram . essHist-package . essHistogram . genIntv . mixnorm . msQuantile . 
Some associated R codes: RcppExports.R . checkHistogram.R . essHistogram.R . intv.R . mixtureDistribution.R . msQuantile.R .  Full essHist package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ecospat  
Spatial Ecology Miscellaneous Methods
Collection of R functions and data sets for the support of spatial ecology analyses with a focus on ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
metaLik  
Likelihood Inference in Meta-Analysis and Meta-Regression Models
First- and higher-order likelihood inference in meta-analysis and meta-regression models. ...
Download / Learn more Package Citations See dependency  
secsse  
Several Examined and Concealed States-Dependent Speciation and Extinction
Simultaneously infers state-dependent diversification across two or more states of a single or mult ...
Download / Learn more Package Citations See dependency  
iemiscdata  
Irucka Embry's Miscellaneous Data Collection
Miscellaneous data sets [Chemistry, Engineering Economics, Environmental/Water Resources Engineerin ...
Download / Learn more Package Citations See dependency  

27,889

R Packages

239,283

Dependencies

74,019

Author Associations

27,890

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA