pp_diag: Summarise diagnostics for point process models

In OwenWard/ppdiag: Diagnosis and Visualizations Tools for Temporal Point Processes

Summarise diagnostics for point process models

Description

Generate diagnostic tools for different point process models, including quantile-quantile plot, ks plot, raw residual and pearson residual.

Usage

pp_diag(object, events)

## Default S3 method:
pp_diag(object, events)

## S3 method for class 'hp'
pp_diag(object, events)

## S3 method for class 'mmhp'
pp_diag(object, events)

## S3 method for class 'mmpp'
pp_diag(object, events)

## S3 method for class 'hpp'
pp_diag(object, events)

Arguments

object	a point process model
events	event times

Value

Invisibly returns NULL. Outputs plots and summary of diagnostics to console

Examples

hpp_obj <- pp_hpp(lambda = 1)
events <- pp_simulate(hpp_obj, end = 50)
pp_diag(hpp_obj, events)

OwenWard/ppdiag documentation built on Feb. 19, 2023, 11:34 a.m.