Corrected moran's I statistic

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Title Corrected moran's I statistic
Publication Type thesis
School or College School of Computing
Department Computing
Author Ying, Jian
Date 2019
Description Moran's I is a statistic that measures spatial correlation of n spatial data points. It has been widely used in identifying spatial patterns. In this thesis, a method that estimates Moran's I by sampling and the bounds of error of the estimate is described. A corrected version of Moran's I that reduces bias of the estimate when the associated value can only measured with noise is proposed and the properties are proved analytically and demonstrated by simulation.
Type Text
Publisher University of Utah
Dissertation Name Master of Science
Language eng
Rights Management Jian Ying
Format application/pdf
Format Medium application/pdf
ARK ark:/87278/s6yaqze8
Setname ir_etd
ID 1738134
Reference URL https://collections.lib.utah.edu/ark:/87278/s6yaqze8
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