Other packages > Find by keyword >

Kernelheaping  

Kernel Density Estimation for Heaped and Rounded Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("Kernelheaping", "2.3.0")



Attach the package and use:
library("Kernelheaping")
Maintained by
Marcus Gross
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-01-27
Latest Update: 2022-01-26
Description:
In self-reported or anonymised data the user often encounters heaped data, i.e. data which are rounded (to a possibly different degree of coarseness). While this is mostly a minor problem in parametric density estimation the bias can be very large for non-parametric methods such as kernel density estimation. This package implements a partly Bayesian algorithm treating the true unknown values as additional parameters and estimates the rounding parameters to give a corrected kernel density estimate. It supports various standard bandwidth selection methods. Varying rounding probabilities (depending on the true value) and asymmetric rounding is estimable as well: Gross, M. and Rendtel, U. (2016) (). Additionally, bivariate non-parametric density estimation for rounded data, Gross, M. et al. (2016) (), as well as data aggregated on areas is supported.
How to cite:
Marcus Gross (2015). Kernelheaping: Kernel Density Estimation for Heaped and Rounded Data. R package version 2.3.0, https://cran.r-project.org/web/packages/Kernelheaping. Accessed 09 Mar. 2026.
Previous versions and publish date:
0.2 (2015-01-27 12:10), 0.5 (2015-04-27 13:42), 0.9 (2015-06-13 01:30), 1.0 (2015-07-31 12:12), 1.2 (2015-12-07 16:16), 1.5 (2016-03-21 22:59), 1.6 (2016-04-16 00:10), 2.1.8 (2017-10-10 18:48), 2.2.0 (2018-07-31 17:10), 2.2.1 (2019-08-02 16:10), 2.2.2 (2020-02-21 11:40), 2.2.8 (2021-05-11 15:42)
Other packages that cited Kernelheaping R package
View Kernelheaping citation profile
Other R packages that Kernelheaping depends, imports, suggests or enhances
Complete documentation for Kernelheaping
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

Rgb  
The R Genome Browser
Classes and methods to efficiently handle (slice, annotate, draw ...) genomic features (such as gene ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
ggblanket  
Simplify 'ggplot2' Visualisation
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper functions. ...
Download / Learn more Package Citations See dependency  
pooling  
Fit Poolwise Regression Models
Functions for calculating power and fitting regression models in studies where a biomarker is measur ...
Download / Learn more Package Citations See dependency  
rzentra  
Client for the 'ZENTRA Cloud' API
Provides functionality to read settings, statuses and readings of weather stations from the 'ZENTRA ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

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