We present two change-point models for identifying singular changes in movement behavior: a location-based change-point model (LCPM) and a movement metric-based change-point model (MMCPM). This software includes R scripts to: 1) run both the LCPM and MMCPM on telemetry data in a Bayesian hierarchical framework using NIMBLE (mmcpm.R and lcpm.R), 2) generate realistic movement behavior parameters for the simulation study (simulate_data.R), and 3) run both the LCPM and MMCPM on the simulated data (mmcpm_sim.R and lcpm_sim.R).
Citation Information
Publication Year | 2023 |
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Title | Change-point models for identifying single behavioral transitions in wild animals |
DOI | 10.5066/P9B2HE47 |
Authors | William D Walter, Frances Buderman, Kathleen Gundermann |
Product Type | Software Release |
Record Source | USGS Digital Object Identifier Catalog |
USGS Organization | Cooperative Research Units |