drpop: Efficient Doubly Robust Population Size Estimation

Estimation of the total population size from capture-recapture data efficiently and with low bias implementing the methods from Das M, Kennedy EH, and Jewell NP (2021) <arXiv:2104.14091>. The estimator is doubly robust against errors in the estimation of the intermediate nuisance parameters. Users can choose from the flexible estimation models provided in the package, or use any other preferred model.

Version: 0.0.2
Depends: stats
Imports: gam, janitor, reshape2, stringr, tidyr, dplyr, SuperLearner, ggplot2, nnet, nnls, parallel, ranger
Suggests: testthat (≥ 2.0.0)
Published: 2021-10-25
Author: Manjari Das ORCID iD [aut, cre], Edward H. Kennedy ORCID iD [aut]
Maintainer: Manjari Das <manjari8d at gmail.com>
License: GPL-3
NeedsCompilation: no
Materials: README NEWS
CRAN checks: drpop results

Documentation:

Reference manual: drpop.pdf

Downloads:

Package source: drpop_0.0.2.tar.gz
Windows binaries: r-devel: drpop_0.0.1.zip, r-release: drpop_0.0.1.zip, r-oldrel: drpop_0.0.1.zip
macOS binaries: r-release (arm64): drpop_0.0.1.tgz, r-release (x86_64): drpop_0.0.1.tgz, r-oldrel: drpop_0.0.1.tgz
Old sources: drpop archive

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