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eDNAjoint

Joint Modeling of Traditional and Environmental DNA Survey Data in a Bayesian Framework

v0.3.3 · Jun 20, 2025 · GPL-3

Description

Models integrate environmental DNA (eDNA) detection data and traditional survey data to jointly estimate species catch rate (see package vignette: <https://ednajoint.netlify.app/>). Models can be used with count data via traditional survey methods (i.e., trapping, electrofishing, visual) and replicated eDNA detection/nondetection data via polymerase chain reaction (i.e., PCR or qPCR) from multiple survey locations. Estimated parameters include probability of a false positive eDNA detection, a site-level covariates that scale the sensitivity of eDNA surveys relative to traditional surveys, and gear scaling coefficients for traditional gear types. Models are implemented with a Bayesian framework (Markov chain Monte Carlo) using the 'Stan' probabilistic programming language.

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GNU make is a SystemRequirements.
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installed package size

  installed size is 95.4Mb
  sub-directories of 1Mb or more:
    help   2.7Mb
    libs  92.3Mb
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for GNU extensions in Makefiles

GNU make is a SystemRequirements.
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 97.5Mb
  sub-directories of 1Mb or more:
    help   2.7Mb
    libs  94.4Mb
NOTE r-oldrel-windows-x86_64

for GNU extensions in Makefiles

GNU make is a SystemRequirements.
NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  7.3Mb
  sub-directories of 1Mb or more:
    help   2.7Mb
    libs   4.2Mb
OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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Check History

NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-oldrel-macos-arm64

installed package size

  installed size is 95.4Mb
  sub-directories of 1Mb or more:
    help   2.7Mb
    libs  92.3Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 97.5Mb
  sub-directories of 1Mb or more:
    help   2.7Mb
    libs  94.4Mb
NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  7.3Mb
  sub-directories of 1Mb or more:
    help   2.7Mb
    libs   4.2Mb

Dependency Network

Dependencies Reverse dependencies bayestestR dplyr ggplot2 lifecycle loo Rcpp (>= 0.12.0) RcppParallel rlist rstan rstantools tidyr scales eDNAjoint

Version History

new 0.3.3 Mar 9, 2026