hawkes-class: Class '"hawkes"'

In swash: Health Geography Toolbox for Model-Based Analysis of Infections Panel Data

Class "hawkes"

Description

The class "hawkes" contains the results of the hawkes_growth() function. Use summary(hawkes) for results summary.

Objects from the Class

Objects can be created by the function hawkes_growth.

Slots

t:

Object of class numeric Input time points data

y:

Object of class numeric Input infections data

mu:

Object of class numeric Estimated \mu parameter

alpha:

Object of class numeric Estimated \alpha parameter

beta:

Object of class numeric Estimated \beta parameter

br:

Object of class numeric Estimated breaking ratio (\alpha/\beta)

y_pred:

Object of class numeric Predicted values of y

fit_metrics:

Object of class list Fit metrics for model, output from built-in function fit_metrics

config:

Object of class list Model fit configurations

Methods

summary

signature(object = "hawkes"): Prints a summary of hawkes objects

print

signature(x = "hawkes"): Prints an hawkes object; use summary(hawkes) for results

plot

signature(x = "hawkes"): Plots the results of the Hawkes model (observed, predicted)

Author(s)

Thomas Wieland

References

Rizoiu MA, Mishra S, Kong Q, Carman M, Xie L. (2018) SIR-Hawkes: Linking Epidemic Models and Hawkes Processes to Model Diffusions in Finite Populations. In: Proceedings of the 2018 World Wide Web Conference. WWW’18. Republic and Canton of Geneva, CHE: International World Wide Web Conferences Steering Committee, p. 419–428. \Sexpr[results=rd]{tools:::Rd_expr_doi("https://doi.org/10.1145/3178876.3186108")}

Examples

showClass("hawkes")

swash documentation built on April 7, 2026, 1:06 a.m.