ValExp_example_fit

<p>Draws from an MCMC algorithm fit to simulated data. This object exists solely
for easing examples in documentation of mcmc_sum.</p>

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>.

Jacob Oram

ValidationExplorer

Simulation-Based Tools for Bioacoustic Study Design

Katharine Banner

Christian Stratton

Kathryn Irvine

ValExp_example_fit function

<p>A list of length 3 matrices with columns and rows as described here.</p>

ValExp_example_fit: ValExp_example_fit

Description

Arguments

Format

Details

Examples