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ValidationExplorer  

Simulation-Based Tools for Bioacoustic Study Design
View on CRAN: Click here


Download and install ValidationExplorer package within the R console
Install from CRAN:
install.packages("ValidationExplorer")

Install from Github:
library("remotes")
install_github("cran/ValidationExplorer")

Install by package version:
library("remotes")
install_version("ValidationExplorer", "0.1.1")



Attach the package and use:
library("ValidationExplorer")
Maintained by
Jacob Oram
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-06-07
Latest Update: 2026-06-07
Description:
Many bioacoustic data workflows rely on manual review (i.e., validation) of a subset of call files to provide information to statistical models that account for misclassification by automated algorithms. Because manual review can be prohibitively expensive, simulation can be a valuable tool to aid the design of studies that use validation. This package provides user-friendly functions to reduce the programming burden of simulation studies that compare validation sampling designs. Simulations assume the count-detection model, which is a realistic model for bioacoustic data, especially for bats. For more information, see Oram et al. (2025) <doi:10.1214/25-AOAS2096>.
How to cite:
Jacob Oram (2026). ValidationExplorer: Simulation-Based Tools for Bioacoustic Study Design. R package version 0.1.1, https://cran.r-project.org/web/packages/ValidationExplorer. Accessed 05 Aug. 2026.
Previous versions and publish date:
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Full ValidationExplorer package functions and examples
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