A Bayesian spatial scan statistic for multinomial data

DOI10.1016/j.spl.2023.110005OpenAlexW4389398321MaRDI QIDQ6152266

Stella Self, Melissa Nolan

Publication date: 13 February 2024

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.spl.2023.110005

zbMATH Keywords

multinomial dataBayesian spatial scan statisticspatial clustering detection

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15)

Cites Work

• An adaptive minimum spanning tree test for detecting irregularly-shaped spatial clusters
• A multivariate Bayesian scan statistic for early event detection and characterization
• An up-to-date review of scan statistics
• Power analysis and type I and type II error rates of Bayesian nonparametric two-sample tests for location-shifts based on the Bayes factor under Cauchy priors
• Multiplicity-calibrated Bayesian hypothesis tests
• The second-order analysis of stationary point processes
• A spatial scan statistic
• Bayes Factors
• Fibonacci heaps and their uses in improved network optimization algorithms
• A Spatial Scan Statistic for Survival Data

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