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Analysis of Neural Data

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Consistent Estimator of Median and Mean Graph
Citation key Jain2010c
Author Jain, B. and Obermayer, K.
Title of Book Proceedings of the 2010 20th International Conference on Pattern Recognition
Pages 1032–1035
Year 2010
ISBN 978-0-7695-4109-9
ISSN 1051-4651
DOI 10.1109/ICPR.2010.258
Address Washington, DC, USA
Publisher IEEE
Series ICPR '10
Abstract The median and mean graph are basic building blocks for statistical graph analysis and unsupervised pattern recognition methods such as central clustering and graph quantization. This contribution provides sufficient conditions for consistent estimators of true but unknown central points of a distribution on graphs.
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