Package: extBatchMarking 1.1.0

extBatchMarking: Extended Batch Marking Models

A system for batch-marking data analysis to estimate survival probabilities, capture probabilities, and enumerate the population abundance for both marked and unmarked individuals. The estimation of only marked individuals can be achieved through the batchMarkOptim() function. Similarly, the combined marked and unmarked can be achieved through the batchMarkUnmarkOptim() function. The algorithm was also implemented for the hidden Markov model encapsulated in batchMarkUnmarkOptim() to estimate the abundance of both marked and unmarked individuals in the population. The package is based on the paper: "Hidden Markov Models for Extended Batch Data" of Cowen et al. (2017) <doi:10.1111/biom.12701>.

Authors:Kehinde Olobatuyi [aut, cre], Simon Johns [aut], Matthew RP Parker [aut], Steve Hof [aut], Laura LE Cowen [aut]

extBatchMarking_1.1.0.tar.gz
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extBatchMarking.pdf |extBatchMarking.html
extBatchMarking/json (API)

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

Bug tracker:https://github.com/olobatuyi/extbatchmarking_cov/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:

On CRAN:

cpp

1.70 score 8 scripts 568 downloads 4 exports 9 dependencies

Last updated 5 months agofrom:fd8b6f22f8. Checks:11 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 02 2025
R-4.5-win-x86_64OKFeb 02 2025
R-4.5-mac-x86_64OKFeb 02 2025
R-4.5-mac-aarch64OKFeb 02 2025
R-4.5-linux-x86_64OKFeb 02 2025
R-4.4-win-x86_64OKFeb 02 2025
R-4.4-mac-x86_64OKFeb 02 2025
R-4.4-mac-aarch64OKFeb 02 2025
R-4.3-win-x86_64OKFeb 02 2025
R-4.3-mac-x86_64OKFeb 02 2025
R-4.3-mac-aarch64OKJan 03 2025

Exports:batchMarkHmmLLbatchMarkOptimbatchMarkUnmarkHmmLLbatchMarkUnmarkOptim

Dependencies:codetoolsdoParallelforeachiteratorslatticeMatrixoptimbaseRcppRcppArmadillo