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A decomposition of Moran's \(I\) for clustering detection

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Publication:1020714
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DOI10.1016/j.csda.2006.12.032zbMath1445.62252OpenAlexW2065942844MaRDI QIDQ1020714

Tonglin Zhang, Ge Lin

Publication date: 2 June 2009

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2006.12.032


zbMATH Keywords

random permutationsclustering and clustershigh-value clusteringlow-value clusteringnegative autocorrelationspositive autocorrelations


Mathematics Subject Classification ID

Inference from spatial processes (62M30) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Non-Markovian processes: hypothesis testing (62M07)


Related Items

On Moran's \(I\) coefficient under heterogeneity


Uses Software

  • SaTScan


Cites Work

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  • Spatial Modeling of Regional Variables
  • Spatial Structure and Spatial Interaction: Modelling Approaches to the Statistical Analysis of Geographical Data
  • A test to detect clusters of disease
  • A spatial scan statistic
  • Permutation Tests for Correlation in Regression Errors
  • Applied Spatial Statistics for Public Health Data
  • A test for the serial independence of residuals
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