Package: drpop 0.0.3

drpop: Efficient and 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.

Authors:Manjari Das [aut, cre], Edward H. Kennedy [aut]

drpop_0.0.3.tar.gz


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Bug tracker:https://github.com/mqnjqrid/drpop/issues

On CRAN:

14 exports 5 stars 1.10 score 61 dependencies 2 scripts 249 downloads

Last updated 2 years agofrom:46b5b9f141. Checks:OK: 1 FAILURE: 1. Indexed: yes.

Exports:informatplotcipopsizepopsize_condpopsize_simulqhat_gamqhat_logitqhat_mlogitqhat_rangerqhat_rangerlogitqhat_slreformatsimuldatatmle

Dependencies:bitopscaToolsclicodetoolscolorspacecpp11cvAUCdata.tabledplyrfansifarverforeachgamgenericsggplot2gluegplotsgtablegtoolshmsisobanditeratorsjanitorKernSmoothlabelinglatticelifecyclelubridatemagrittrMASSMatrixmgcvmunsellnlmennetnnlspillarpkgconfigplyrpurrrR6rangerRColorBrewerRcppRcppEigenreshape2rlangROCRscalessnakecasestringistringrSuperLearnertibbletidyrtidyselecttimechangeutf8vctrsviridisLitewithr