Package: WData 0.1.1

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>.

Authors:SÃĄnchez Martínez Noelia [cre, aut], Borrajo Garcia Maria Isabel [aut], Conde Amboage Mercedes [aut]

WData_0.1.1.tar.gz
WData_0.1.1.zip(r-4.6)WData_0.1.1.zip(r-4.5)
WData_0.1.1.tgz(r-4.6-any)WData_0.1.1.tgz(r-4.5-any)
WData_0.1.1.tar.gz(r-4.6-any)WData_0.1.1.tar.gz(r-4.5-any)
WData_0.1.1.tgz(r-4.5-emscripten)
WData.pdf |WData.html
WData/json (API)

# Install 'WData' in R:
install.packages('WData', repos = c('https://noeliasanchmrt.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/noeliasanchmrt/wdata/issues

Datasets:

On CRAN:

Conda:

3.18 score 3 scripts 496 downloads 13 exports 39 dependencies

Last updated from:eb503aa44a. Checks:8 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK201
source / vignettesOK207
linux-release-x86_64OK160
macos-devel-arm64OK236
macos-release-arm64OK322
windows-develOK160
windows-releaseOK168
wasm-releaseOK117

Exports:bw.F.BDbw.f.BGM.boot1bw.f.BGM.boot2bw.f.BGM.cvbw.f.BGM.rtbw.F.SBC.cvbw.F.SBC.pibw.F.SBC.rtcdf.bdcdf.coxdf.bhattadf.jonesrbiased

Dependencies:abindbackportsbayesmetacheckmateclicodetoolscrayondigestdoParallelevmixforeachforestplotgluegslhmsiteratorsKScorrectlatticelifecycleMASSmathjaxrMatrixmclustmetadatmetaformvtnormnlmenumDerivpbapplypkgconfigprettyunitsprogressR6rbibutilsRcppRdpackrlangSparseMvctrs