To cite smam in publications use:
Hu, C., Pozdnyakov, V., Yan, J. (2026). smam: Statistical Modeling of Animal Movement. R package version 0.7.3 https://github.com/ChaoranHu/smam
Pozdnyakov, V. , Meyer, T. , Wang, Y. and Yan, J. (2014), On modeling animal movements using Brownian motion with measurement error. Ecology, 95(2): 247--253.<doi:10.1890/13-0532.1>
Pozdnyakov, V., Elbroch, L., Labarga, A., Meyer, T., and Yan, J. (2017) Discretely observed Brownian motion governed by telegraph process: estimation. Methodology and Computing in Applied Probability, 21: 907--920.<doi:10.1007/s11009-017-9547-6>.
Yan, J., Chen, Y., Lawrence-Apfel, K., Ortega, I. M., Pozdnyakoc, V., Williams, S., and Meyer, T. (2014) A moving-resting process with an embedded Brownian motion for animal movements. Population Ecology. 56(2): 401--415.<doi:10.1007/s10144-013-0428-8>
Pozdnyakov, V., Elbroch, L.M., Hu, C. et al. On Estimation for Brownian Motion Governed by Telegraph Process with Multiple Off States. Methodol Comput Appl Probab 22, 1275–1291 (2020).<doi:10.1007/s11009-020-09774-1>
Hu, C., Elbroch, L.M., Meyer, T., Pozdnyakov, V. and Yan, J. (2021), Moving-resting process with measurement error in animal movement modeling. Methods in Ecology and Evolution.<doi:10.1111/2041-210X.13694>
Corresponding BibTeX entries:
@Manual{,
title = {{smam}: Statistical Modeling of Animal Movement},
author = {Chaoran Hu and Vladimir Pozdnyakov and Jun Yan},
note = {R package version 0.7.3},
year = {2026},
url = {https://github.com/ChaoranHu/smam},
}
@Article{,
title = {On modeling animal movements using Brownian motion with
measurement error},
author = {Vladimir Pozdnyakov and Thomas Meyer and Yubo Wang and
Jun Yan},
journal = {Ecology},
year = {2014},
volume = {95},
number = {2},
pages = {247--253},
url =
{https://esajournals.onlinelibrary.wiley.com/doi/10.1890/13-0532.1},
}
@Article{,
title = {Discretely observed Brownian motion governed by telegraph
process: Estimation},
author = {Vladimir Pozdnyakov and L. Mark Elbroch and Anthony
Labarga and Thomas Meyer and Jun Yan},
journal = {Methodology and Computing in Applied Probability},
year = {2019},
volume = {21},
pages = {907--920},
url = {https://doi.org/10.1007/s11009-017-9547-6},
}
@Article{,
title = {A moving-resting process with an embedded Brownian motion
for animal movements},
author = {{Jun Yan} and Yung-wei Chen and Kirstin Lawrence-Apfel
and Isaac M. Ortega and Vladimir Pozdnyakov and Scott Williams
and Thomas Meyer},
journal = {Population Ecology},
year = {2014},
volume = {56},
number = {2},
pages = {401--415},
url = {https://doi.org/10.1007/s10144-013-0428-8},
}
@Article{,
title = {On Estimation for Brownian Motion Governed by Telegraph
Process with Multiple Off States},
author = {Vladimir Pozdnyakov and L. Mark Elbroch and Chaoran Hu
and Thomas Meyer and Jun Yan},
journal = {Methodology and Computing in Applied Probability},
year = {2020},
volume = {22},
pages = {1275--1291},
url = {https://doi.org/10.1007/s11009-020-09774-1},
}
@Article{,
title = {Moving-Resting Process with Measurement Error in Animal
Movement Modeling},
author = {Chaoran Hu and L. Mark Elbroch and Thomas Meyer and
Vladimir Pozdnyakov and Jun Yan},
journal = {Methods of Ecology and Evolution},
year = {2021},
url = {https://doi.org/10.1111/2041-210X.13694},
}