Codes for "Rao-Blackwellized particle smoothing for simultaneous localization and mapping"
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Updated
May 31, 2024 - MATLAB
Codes for "Rao-Blackwellized particle smoothing for simultaneous localization and mapping"
Particle filters, smoothers and sampling algorithms for animal movement modelling, with a focus on passive acoustic telemetry systems.
Sequential Monte Carlo methods (particle filtering/smoothing) for a toy problem
Particle filters, smoothers and sampling algorithms for animal movement modelling, with a focus on passive acoustic telemetry systems.
Learning resources for users of the `patter` R package
Research code and reproducibility materials for a mobility-informed SIR model using subway ridership data, particle smoothing, and mobility-reduction scenarios to evaluate influenza transmission and the instantaneous reproduction number.
R code supporting Lavender et al. (2025). patter: particle algorithms for animal tracking in R and Julia. Methods in Ecology and Evolution. https://doi.org/10.1111/2041-210X.70029
Particle Metropolis-Hastings using gradient and Hessian information
State-space models of lake trout movements in Lake Champlain, extending Futia et al. (2024).
Replication files for Mertens and Nason (QE, 2020)
A fork of Futia et al. (2024), extended with the patter algorithms
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