Other packages > Find by keyword >

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 26 Aug. 2026.
Previous versions and publish date:
(2026-08-25 23:10), 0.1.1 (2026-06-07 20:50)
Other packages that cited ValidationExplorer R package
View ValidationExplorer citation profile
Other R packages that ValidationExplorer depends, imports, suggests or enhances
Complete documentation for ValidationExplorer
Functions, R codes and Examples using the ValidationExplorer R package
Full ValidationExplorer package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

PCADSC  
Tools for Principal Component Analysis-Based Data Structure Comparisons
A suite of non-parametric, visual tools for assessing differences in data structures for two datase ...
Download / Learn more Package Citations See dependency  
clinUtils  
General Utility Functions for Analysis of Clinical Data
Utility functions to facilitate the import, the reporting and analysis of clinical data. Example ...
Download / Learn more Package Citations See dependency  
leafgl  
High-Performance 'WebGl' Rendering for Package 'leaflet'
Provides bindings to the 'Leaflet.glify' JavaScript library which extends the 'leaflet' JavaScript l ...
Download / Learn more Package Citations See dependency  
SelvarMix  
Regularization for Variable Selection in Model-Based Clustering and Discriminant Analysis
Performs a regularization approach to variable selection in themodel-based clustering and classifica ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
ncodeR  
Techniques for Automated Classifiers
A set of techniques that can be used to develop, validate, and implement automated classifiers. A po ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA