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Journal of the American Statistical Association Volume 116, 2021 - Issue 536
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Applications and Case Studies

Investigating Clustering and Violence Interruption in Gang-Related Violent Crime Data Using Spatial–Temporal Point Processes With Covariates

Junhyung Parka Department of Statistics, University of California, Los Angeles, CA;View further author information
,
Frederic Paik Schoenberga Department of Statistics, University of California, Los Angeles, CA;Correspondence[email protected]
View further author information
,
Andrea L. Bertozzib Department of Mathematics, University of California, Los Angeles, CA;View further author information
&
P. Jeffrey Brantinghamc Department of Anthropology, University of California, Los Angeles, CAView further author information
Pages 1674-1687 | Received 03 Nov 2019, Accepted 26 Feb 2021, Published online: 22 Apr 2021

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Ganggang Xu, Chen Liang, Rasmus Waagepetersen & Yongtao Guan. (2023) Semiparametric Goodness-of-Fit Test for Clustered Point Processes with a Shape-Constrained Pair Correlation Function. Journal of the American Statistical Association 118:543, pages 2072-2087.
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Bill Sanders & Khadija Monk. Interrupting Gang Homicide. Deviant Behavior 0:0, pages 1-19.
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Nicoletta D’Angelo, David Payares, Giada Adelfio & Jorge Mateu. (2022) Self-exciting point process modelling of crimes on linear networks. Statistical Modelling 24:2, pages 139-168.
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P. Jeffrey Brantingham, Miguel Quintana-Navarrete, Clarissa Iliff, Craig D. Uchida & George E. Tita. (2024) Situational and Victim Correlates of Increased Case Fatality Rates in Los Angeles Shootings, 2005–2021. Journal of Urban Health 101:2, pages 272-279.
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Paige J. DeBlieux, Lara F. Alexander, Nikhita Nookala & Cameron Nereim. (2024) A Review of Community-Based Gun Violence Prevention Programs and the Physician’s Role. Advances in Pediatrics.
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Charlotte M. Jones‐Todd & Alec B. M. van Helsdingen. (2024) stelfi: An R package for fitting Hawkes and log‐Gaussian Cox point process models . Ecology and Evolution 14:2.
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Chenlong Li & Kaiyan Cui. (2024) Multivariate Hawkes processes with spatial covariates for spatiotemporal event data analysis. Annals of the Institute of Statistical Mathematics.
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Álvaro Briz‐Redón & Jorge Mateu. (2024) Point process modeling through a mixture of homogeneous and self‐exciting processes. Statistica Neerlandica.
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Lara Vomfell & Jan Povala. (2023) (No) Spillovers in reporting domestic abuse to police. Journal of the Royal Statistical Society Series A: Statistics in Society 186:4, pages 811-833.
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Haoran Jia, Haoyu Li, Xinyue Li, Xiaoxian Shen, Yichen Wang, Zichun Liao, Andrea L. Bertozzi, P. Jeffrey Brantingham & Jona Lelmi. (2023) Intentional Youth Development Activities and Peer Effects in a Gang Prevention Program. Intentional Youth Development Activities and Peer Effects in a Gang Prevention Program.
Frederic Schoenberg. (2023) Estimating Covid-19 transmission time using Hawkes point processes. The Annals of Applied Statistics 17:4.
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Jiaoying Ren, Karina Santoso, David Hyde, Andrea L. Bertozzi & P. Jeffrey Brantingham. (2022) The pandemic did not interrupt LA’s violence interrupters. Journal of Aggression, Conflict and Peace Research 15:4, pages 312-327.
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Isaac Manring, James H. Hill, George Mohler, P. Jeffrey Brantingham, Thomas Williams & Bruce White. (2023) Low-Cost Gunshot Detection System with Localization for Community Based Violence Interruption. Low-Cost Gunshot Detection System with Localization for Community Based Violence Interruption.
Nicholas J. Clark & Philip M. Dixon. (2023) Extended Laplace approximation for self-exciting spatio-temporal models of count data. Spatial Statistics 56, pages 100762.
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Paolo Giudici, Paolo Pagnottoni & Alessandro Spelta. (2023) Network self-exciting point processes to measure health impacts of COVID-19. Journal of the Royal Statistical Society Series A: Statistics in Society 186:3, pages 401-421.
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Sydney Kahmann, Erin Hartman, Jorja Leap & P. Jeffrey Brantingham. (2022) Impact evaluation of the LAPD community safety partnership. The Annals of Applied Statistics 16:2.
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Shixiang Zhu & Yao Xie. (2022) Spatiotemporal-textual point processes for crime linkage detection. The Annals of Applied Statistics 16:2.
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Marcello Chiodi, Orietta Nicolis, Giada Adelfio, Nicoletta D’Angelo & Alex Gonzàlez. (2021) ETAS Space–Time Modeling of Chile Triggered Seismicity Using Covariates: Some Preliminary Results. Applied Sciences 11:19, pages 9143.
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P. Jeffrey Brantingham, George Tita & Denise Herz. (2021) The Impact of the City of Los Angeles Mayor’s Office of Gang Reduction and Youth Development (GRYD) Comprehensive Strategy on Crime in the City of Los Angeles. Justice Evaluation Journal 4:2, pages 217-236.
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