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Hawkes binomial topic model with applications to coupled conflict-Twitter data

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Publication:2078779
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DOI10.1214/20-AOAS1352zbMath1498.62325OpenAlexW3117396681MaRDI QIDQ2078779

Erin McGrath, Cody Buntain, Gary LaFree, George O. Mohler

Publication date: 3 March 2022

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1214/20-aoas1352


zbMATH Keywords

electionsHawkes processsocial mediadynamic topic model


Mathematics Subject Classification ID

Inference from spatial processes (62M30) Applications of statistics to social sciences (62P25) Point processes (e.g., Poisson, Cox, Hawkes processes) (60G55)





Cites Work

  • Unnamed Item
  • Modeling and estimation of multi-source clustering in crime and security data
  • Self-exciting hurdle models for terrorist activity
  • Summarizing Insurance Scores Using a Gini Index
  • Estimation of Space–Time Branching Process Models in Seismology Using an EM–Type Algorithm
  • Stochastic Declustering of Space-Time Earthquake Occurrences
  • Topic time series analysis of microblogs
  • Self-Exciting Point Process Modeling of Crime
  • On Information and Sufficiency
  • A Statistical Approach to Crime Linkage




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