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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>.
Getting started
Browse package contents
Package details |
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| Author | Sánchez Martínez Noelia [cre, aut] (ORCID: <https://orcid.org/0000-0002-2869-1347>), Borrajo Garcia Maria Isabel [aut] (ORCID: <https://orcid.org/0000-0002-3372-1993>), Conde Amboage Mercedes [aut] (ORCID: <https://orcid.org/0000-0003-0306-8142>) |
| Maintainer | Sánchez Martínez Noelia <noeliaschzmrt@gmail.com> |
| License | GPL-3 |
| Version | 0.1.2 |
| URL | https://github.com/noeliasanchmrt/WData |
| Package repository | View on CRAN |
| Installation |
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