stpp.mle: MLE Estimation of Spatio-Temporal Hawkes Model Parameters

In stpphawkes: Missing Data for Marked Hawkes Process

MLE Estimation of Spatio-Temporal Hawkes Model Parameters

Description

Maximum likelihood estimation of the parameters of a spatio-temporal exponential decay Hawkes model.

Usage

stpp.mle(data, poly, t_max = max(data$t), initval = NA, print = TRUE)

Arguments

data	- A DataFrame containing x,y, and t
poly	- a matrix defining the polygon
t_max	- maximum time value (default = max(times))
initval	- vector of two elements describing missing time range (default = NA)
print	- print progress (default = TRUE)

Value

A list containing the parameter values and likelihood value

stpphawkes documentation built on April 4, 2025, 3:22 a.m.