An R package for modelling animal movement with hidden Markov models.
Get started with the vignette: Guide to using moveHMM
The package is available on CRAN. To install it from CRAN, you can use the following commands:
# install dependencies install.packages(c("Rcpp","RcppArmadillo","sp","CircStats")) # install moveHMM install.packages("moveHMM")
To install the latest (unstable) version of the package from Github:
install.packages(c("Rcpp","RcppArmadillo","sp","CircStats","devtools")) library(devtools) install_github("TheoMichelot/moveHMM", build_vignettes=TRUE)
Michelot, T., Langrock, R., Patterson, T.A. (2016). moveHMM: An R package for analysing animal movement data using hidden Markov models. Methods in Ecology and Evolution. 7(11), 1308-1315.
Langrock, R., King, R., Matthiopoulos, J., Thomas, L., Fortin, D., & Morales, J. M. (2012). Flexible and practical modeling of animal telemetry data: hidden Markov models and extensions. Ecology, 93(11), 2336-2342.
Patterson, T. A., Basson, M., Bravington, M. V., & Gunn, J. S. (2009). Classifying movement behaviour in relation to environmental conditions using hidden Markov models. Journal of Animal Ecology, 78(6), 1113-1123.
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