Package: r-cran-kernelheaping (2.3.0-1)

[ Source: r-cran-kernelheaping  ]

GNU R kernel density estimation for heaped and rounded data

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) (<doi:10.1093/jssam/smw011>). Additionally, bivariate non- parametric density estimation for rounded data, Gross, M. et al. (2016) (<doi:10.1111/rssa.12179>), as well as data aggregated on areas is supported.

Other Packages Related to r-cran-kernelheaping

• dep: r-api-4.0

  virtual package provided by r-base-core

• dep: r-base-core (>= 4.1.2-2)

  GNU R core of statistical computation and graphics system

• dep: r-cran-dplyr

  GNU R grammar of data manipulation

• dep: r-cran-fastmatch

  GNU R package for fast match replacement for repeated look-ups

• dep: r-cran-fitdistrplus

  support fit of parametric distribution

• dep: r-cran-gb2

  GNU R generalized beta distribution of the second kind

• dep: r-cran-ks

  GNU R kernel smoothing

• dep: r-cran-magrittr

  GNU R forward-pipe operator

• dep: r-cran-mass

  pacote GNU R para MASS de Ripley e Venables

• dep: r-cran-mvtnorm

  GNU R package to compute multivariate Normal and T distributions

• dep: r-cran-plyr

  tools for splitting, applying and combining data

• dep: r-cran-sp

  GNU R classes and methods for spatial data

• dep: r-cran-sparr

  GNU R spatial and spatiotemporal relative risk

Download r-cran-kernelheaping

Download for all available architectures

Architecture	Package Size	Installed Size	Files
all	167.3 kB	200.0 kB	[list of files]