Point Process Models with LASSO-Type Penalties

---

Documentation for package ‘ppmlasso’ version 1.4

• DESCRIPTION file.
• Package NEWS.

Help Pages

ppmlasso-package	PPM-LASSO: Point process models with LASSO-type penalties
availability	Blue Mountains eucalypt and environmental data.
BlueMountains	Blue Mountains eucalypt and environmental data.
diagnose	Create diagnostic plots for a fitted point process model.
diagnose-method	Methods for function 'diagnose'
diagnose-methods	Methods for function 'diagnose'
diagnose.ppmlasso	Create diagnostic plots for a fitted point process model.
env	Blue Mountains eucalypt and environmental data.
envelope-method	Methods for function 'envelope'
envelope-methods	Methods for function 'envelope'
envelope.ppmlasso	Calculates simulation envelopes for goodness-of-fit
eucalypt	Blue Mountains eucalypt and environmental data.
findRes	Choose spatial resolution for analysis
getEnvVar	Extract environmental data to presence locations
griddify	Ensure that a geo-referenced matrix of environmental grids is rectangular
plotFit	Plot the predicted intensity of a fitted 'ppmlasso' model
plotPath	Plot of the regularisation path of a 'ppmlasso' model
pointInteractions	Calculate point interactions for area-interaction models
ppmdat	Prepare data for model fitting
ppmlasso	Fit point process models with LASSO penalties
ppmlasso-class	Class '"ppmlasso"'
predict-method	Methods for function 'predict'
predict-methods	Methods for function 'predict'
predict.ppmlasso	Prediction to new data from a fitted regularisation path
print-method	Methods for function 'print'
print-methods	Methods for function 'print'
print.ppmlasso	Print a fitted regularisation path
sampleQuad	Generate regular grid of quadrature points with environmental data