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WData: Statistical Inference for Weighted Data

Analyzes and models data subject to sampling biases. Provides functions to estimate the density and cumulative distribution functions from biased samples of continuous distributions. Includes the estimators proposed by Bhattacharyya et al. (1988) <doi:10.1080/03610928808829825> and Jones (1991) <doi:10.2307/2337020> for density, and by Cox (2005, ISBN:052184939X) and Bose and Dutta (2022) <doi:10.1007/s00184-021-00824-3> for distribution, with different bandwidth selectors. Also includes a real length-biased dataset on shrub width from Muttlak (1988) <https://www.proquest.com/openview/3dd74592e623cdbcfa6176e85bd3d390/1?cbl=18750&diss=y&pq-origsite=gscholar>.

Version: 0.1.0
Depends: R (≥ 3.5.0)
Imports: bayesmeta, evmix, KScorrect, latex2exp, progress, Rcpp, Rdpack
Suggests: roxygen2, testthat (≥ 3.0.0), vdiffr
Enhances: stats
Published: 2025-08-18
DOI: 10.32614/CRAN.package.WData
Author: Sánchez Martínez Noelia ORCID iD [cre, aut], Borrajo Garcia Maria Isabel ORCID iD [aut], Conde Amboage Mercedes ORCID iD [aut]
Maintainer: Sánchez Martínez Noelia <noelia.sanchez.martinez at rai.usc.es>
BugReports: https://github.com/noeliasanchmrt/WData/issues
License: GPL-3
URL: https://github.com/noeliasanchmrt/WData
NeedsCompilation: no
Language: en-US
Citation: WData citation info
Materials: README
CRAN checks: WData results

Documentation:

Reference manual: WData.html , WData.pdf

Downloads:

Package source: WData_0.1.0.tar.gz
Windows binaries: r-devel: WData_0.1.0.zip, r-release: WData_0.1.0.zip, r-oldrel: WData_0.1.0.zip
macOS binaries: r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): WData_0.1.0.tgz, r-oldrel (x86_64): WData_0.1.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=WData to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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