Investigating clustering and violence interruption in gang-related violent crime data using spatial–temporal point processes with covariates
Reported gang-related violent crimes in Los Angeles, California, from 1/1/14 to 12/31/17 are
modeled using spatial–temporal marked Hawkes point processes with covariates. We …
modeled using spatial–temporal marked Hawkes point processes with covariates. We …
Proposer of the vote of thanks to Narayanan, Kosmidis and Dellaportas and contribution to the Discussion of 'Flexible marked spatio-temporal point processes with …
D Karlis - Journal of the Royal Statistical Society Series C …, 2023 - academic.oup.com
We develop a new family of marked point processes by focusing the characteristic properties
of marked Hawkes processes exclusively on the space of marks, allowing a separate model …
of marked Hawkes processes exclusively on the space of marks, allowing a separate model …
Mattia Stival and Lorenzo Schiavon's contribution to the Discussion of 'Flexible marked spatio-temporal point processes with applications to event sequences from …
M Stival, L Schiavon - Journal of the Royal Statistical Society …, 2023 - academic.oup.com
We develop a new family of marked point processes by focusing the characteristic properties
of marked Hawkes processes exclusively on the space of marks, allowing a separate model …
of marked Hawkes processes exclusively on the space of marks, allowing a separate model …
Jorge Mateu's contribution to the Discussion of 'Flexible marked spatio-temporal point processes with applications to event sequences from association football'by …
J Mateu - Journal of the Royal Statistical Society Series C …, 2023 - academic.oup.com
We develop a new family of marked point processes by focusing the characteristic properties
of marked Hawkes processes exclusively on the space of marks, allowing a separate model …
of marked Hawkes processes exclusively on the space of marks, allowing a separate model …
Paul Smith's contribution to the Discussion of 'Flexible marked spatio-temporal point processes with applications to event sequences from association football'by …
PA Smith - Journal of the Royal Statistical Society Series C …, 2023 - academic.oup.com
We develop a new family of marked point processes by focusing the characteristic properties
of marked Hawkes processes exclusively on the space of marks, allowing a separate model …
of marked Hawkes processes exclusively on the space of marks, allowing a separate model …
Ron Yurko and Rebecca Nugent's contribution to the Discussion of 'Flexible marked spatio-temporal point processes with applications to event sequences from …
R Yurko, R Nugent - Journal of the Royal Statistical Society …, 2023 - academic.oup.com
We develop a new family of marked point processes by focusing the characteristic properties
of marked Hawkes processes exclusively on the space of marks, allowing a separate model …
of marked Hawkes processes exclusively on the space of marks, allowing a separate model …
Self-exciting point process modelling of crimes on linear networks
Although there are recent developments for the analysis of first and second-order
characteristics of point processes on networks, there are very few attempts in introducing …
characteristics of point processes on networks, there are very few attempts in introducing …
Flexible spatio-temporal Hawkes process models for earthquake occurrences
Hawkes process is one of the most commonly used models for investigating the self-exciting
nature of earthquake occurrences. However, seismicity patterns have complicated …
nature of earthquake occurrences. However, seismicity patterns have complicated …
EM algorithm for the estimation of the RETAS model
Abstract The Renewal Epidemic-Type Aftershock Sequence (RETAS) model is a recently
proposed point process model that can fit event sequences such as earthquakes better than …
proposed point process model that can fit event sequences such as earthquakes better than …
A non-parametric Hawkes process model of primary and secondary accidents on a UK smart motorway
K Kalair, C Connaughton… - Journal of the Royal …, 2021 - academic.oup.com
A self-exciting spatiotemporal point process is fitted to incident data from the UK National
Traffic Information Service to model the rates of primary and secondary accidents on the …
Traffic Information Service to model the rates of primary and secondary accidents on the …