Two-part and three-part models for passive acoustic telemetry data

Published: 17 July 2020| Version 1 | DOI: 10.17632/vtrxw2m9wp.1
Contributor:
Stijn Bruneel

Description

Toolbox used to process zero-inflated data from passive acoustic telemetry networks. Example data and R code are provided. Functions include: The construction and comparison of one-part models, two-part models, three-part models and random forest model; Cross-validation procedures for model performance; Bootstrap procedures for model validation; Extension to mixed models; Construction of plots.

Files

Steps to reproduce

In the Rmarkdown script sufficient documentation is foreseen to analyse data. An example dataset using real data of fish migration is provided.

Institutions

Universiteit Gent

Categories

Acoustics, Econometrics, Fish, Estuary, Animal Models, Eel, River, Fish Migration, Cross-Validation, Model Validation, Telemetry Equipment

Licence