Package: r-cran-kernelheaping (2.3.0-1)
Links for r-cran-kernelheaping
Debian Resources:
Download Source Package r-cran-kernelheaping:
- [r-cran-kernelheaping_2.3.0-1.dsc]
- [r-cran-kernelheaping_2.3.0.orig.tar.gz]
- [r-cran-kernelheaping_2.3.0-1.debian.tar.xz]
Maintainers:
External Resources:
- Homepage [cran.r-project.org]
Similar packages:
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.
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Download r-cran-kernelheaping
| Architecture | Package Size | Installed Size | Files |
|---|---|---|---|
| all | 167.3 kB | 200.0 kB | [list of files] |