stelfi - Zenodo release

Release for Zenodo DOI, v1.0.1 for publication

- R
Published by cmjt over 2 years ago

stelfi - latest CRAN release

Full Changelog: https://github.com/cmjt/stelfi/compare/v0.0.1...v1.0.0

- R
Published by cmjt over 2 years ago

stelfi - stelfi 0.0.2

• Added a NEWS.md file to track changes to the package.

- R
Published by cmjt about 3 years ago

stelfi - initial release

The initial release of the package.

Model fitting functions

• fithawkes() and fithawkes_cbf() fit self-exciting Hawkes processes to temporal point pattern data
• fit_lgcp() fits a log-Gaussian Cox process to either spatial or spatiotemporal point pattern data. If a spatiotemporal model is fitted an AR1 process is assumed for the temporal progression
• fit_mlgcp() fits a joint likelihood model between the point locations and mark(s)
• fit_stelfi() fits self-exciting spatiotemporal Hawkes models to point pattern data. The self-excitement is Gaussian in space and exponentially decaying over time. In addition, a GMRF can be included to account for latent spatial dependency

- R
Published by cmjt over 3 years ago