Two-part and three-part models for passive acoustic telemetry data
Published: 17 July 2020| Version 1 | DOI: 10.17632/vtrxw2m9wp.1
Contributor:
Stijn BruneelDescription
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