Hawkes and Log-Gaussian Cox Point Processes Using Template Model Builder

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Documentation for package ‘stelfi’ version 1.0.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

stelfi-package	A package to fit Hawkes and Log-Gaussian Cox Point Process models using Template Model Builder
fit_hawkes	Self-exciting Hawkes process(es)
fit_hawkes_cbf	Self-exciting Hawkes process(es)
fit_lgcp	Spatial or spatiotemporal log-Gaussian Cox process (LGCP)
fit_mhawkes	Self-exciting Hawkes process(es)
fit_mlgcp	Marked spatial log-Gaussian Cox process (mLGCP)
fit_stelfi	Modelling spatiotemporal self-excitement
get_coefs	Extract reported parameter estimates
get_fields	Estimated random field(s)
get_weights	Mesh weights
horse_mesh	Example Delaunay triangulation
horse_sf	Example 'sf' 'POLYGON'
iraq_terrorism	Terrorism in Iraq, 2013 - 2017
marked	Example marked point pattern data set
meshmetrics	Calculate a number of different geometric attributes of a Delaunay triangulation
mesh_2_sf	Transform a 'fmesher::fm_mesh_2d' into a 'sf' object
multi_hawkes	Example multivariate Hawkes dataset
nz_earthquakes	Earthquakes in Canterbury, NZ, 2010 - 2014
nz_murders	Murders of NZ, 2004 - 2019
retweets_niwa	Retweets of NIWA's viral leopard seal Tweet
sasquatch	Sasquatch (bigfoot) sightings in the USA, 2000 - 2005
show_field	Plot the estimated random field(s) of a fitted LGCP
show_hawkes	Plot Hawkes intensity
show_hawkes_GOF	Plot Hawkes intensity
show_lambda	Plot the estimated intensity from a fitted LGCP model
sim_hawkes	Simulate a self-exciting Hawkes process
sim_lgcp	Simulate a log-Gaussian Cox process (LGCP)
stelfi	A package to fit Hawkes and Log-Gaussian Cox Point Process models using Template Model Builder
uk_serial	Serial killers of the UK, 1828 - 2015
xyt	Self-exciting point pattern