Spatio-Temporal Point Pattern Methods, Model Fitting, Diagnostics, Simulation, Local Tests

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Documentation for package ‘stopp’ version 0.1.0

• DESCRIPTION file.

Help Pages

AIC.stppm	Akaike's Information Criterion for spatio-temporal Poisson Point Process Model
as.stlp	Convert a 'stlpp' object to a 'stlp' object
as.stlpp	Convert a 'stlp' object to a 'stlpp' object
as.stp	Convert a 'stpp' object to a 'stp' object
as.stpp	Convert a 'stp' object to a 'stpp' object
BIC.stppm	Bayesian Information Criterion for spatio-temporal Poisson Point Process Model
chicagonet	Roads of Chicago (Illinois, USA) close to the University of Chicago
coef.locstppm	Extract the fitted coefficients of a local spatio-temporal Poisson process model
coef.stppm	Extract the fitted coefficients of a spatio-temporal Poisson process model
globaldiag	Global diagnostics of a spatio-temporal point process first-order intensity
greececatalog	Catalog of Greek earthquakes
infl	Display outlying LISTA functions
is.stlp	Test whether an object is a spatio-temporal point pattern on a linear network
is.stp	Test whether an object is a spatio-temporal point pattern
localdiag	Local diagnostics of spatio-temporal point process models
localplot.locstppm	Plot the coefficients of a fitted local spatio-temporal Poisson process model
localplot.stlgcppm	Plot the coefficients of a fitted local LGCP model
localSTLginhom	Local inhomogeneous Spatio-temporal pair correlation functions on a linear network
localSTLKinhom	Local inhomogeneous Spatio-temporal K-functions on a linear network
localsummary.locstppm	Summary plots of the fitted coefficient of a local spatio-temporal Poisson process model
localsummary.stlgcppm	Summary plots of the fitted coefficient of a local LGCP
localtest	Test of local structure for spatio-temporal point processes
locstppm	Fit a local Poisson process model to a spatio-temporal point pattern
plot.localdiag	Plot of the local diagnostics' result on a spatio-temporal point process model
plot.localtest	Plot of the result of the local permutation test
plot.locstppm	Plot of the fitted intensity of a local spatio-temporal Poisson process model
plot.sepstlppm	Plot of the fitted intensity of a separable spatio-temporal Poisson model
plot.sepstppm	Plot of the fitted intensity of a separable spatio-temporal Poisson model
plot.stlgcppm	Plot of the fitted intensity of a LGCP model
plot.stlp	Plot a 'stlp' object
plot.stp	Plot a 'stp' object
plot.stppm	Plot of the fitted intensity of a spatio-temporal Poisson process model
predict.locstppm	Extract the fitted intensity of a local spatio-temporal Poisson process model
predict.stppm	Extract the the fitted intensity of a spatio-temporal Poisson process model
print.localdiag	Print of the diagnostics' result on a spatio-temporal point process model
print.localtest	Print of the result of the permutation local test
print.locstppm	Print of a fitted local spatio-temporal Poisson process model
print.stlgcppm	Print of a fitted LGCP model
print.stlp	Print a 'stlp' object
print.stp	Print a 'stp' object
print.stppm	Print of a fitted spatio-temporal Poisson process model
rETASlp	Simulation of a spatio-temporal ETAS (Epidemic Type Aftershock Sequence) model on a linear network
rETASp	Simulation of a spatio-temporal ETAS (Epidemic Type Aftershock Sequence) model
rstlpp	Simulate homogeneous and inhomogeneous spatio-temporal Poisson point patterns on linear networks
rstpp	Simulate homogeneous and inhomogeneous spatio-temporal Poisson point patterns
sepstlppm	Fit a separable spatio-temporal Poisson process model on a linear network
sepstppm	Fit a separable spatio-temporal Poisson process model
stlgcppm	Fit a log-Gaussian Cox process model to a spatio-temporal point pattern
stp	Create 'stp' and 'stlp' objects for point patterns storage
stppm	Fit a Poisson process model to a spatio-temporal point pattern
summary.localdiag	Summary of the diagnostics performed on a spatio-temporal point process model
summary.localtest	Summary of the result of the permutation local test
summary.locstppm	Summary of a fitted local spatio-temporal Poisson process model
summary.stlgcppm	Summary of a fitted LGCP model
summary.stlp	Summary of a 'stlp' object
summary.stp	Summary of a 'stp' object
summary.stppm	Summary of a fitted spatio-temporal Poisson process model
valenciacrimes	Crimes in Valencia in 2019
valencianet	Roads of Valencia, Spain