Fit Continuous-Time Correlated Random Walk Models to Animal Movement Data

The Correlated Random Walk Library of R functions was designed for fitting continuous-time correlated random walk models with time indexed covariates. The model is fit using the Kalman-filter on a state space version of the continuous-time stochastic movement process.


Reference manual

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2.0.1 by Devin S. Johnson, 8 months ago

Browse source code at

Authors: Devin S. Johnson

Documentation:   PDF Manual  

Task views: Handling and Analyzing Spatio-Temporal Data

CC0 license

Imports mvtnorm, Rcpp, methods, shiny

Suggests ggplot2, knitr, rmarkdown, sp, rgdal, argosfilter, tidyr, dplyr, lubridate, xts, doParallel

Linking to Rcpp, RcppArmadillo

Suggested by ctmcmove.

See at CRAN