Distance measures and smoothing methodology for imputing features of documents
Date
2005
Authors
Feuerverger, Andrey
Tilahun, Gelila
Hall, Peter
Gervers, Michael
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Publisher
American Statistical Association
Abstract
We suggest a new class of metrics for measuring distances between documents, generalizing the well-known resemblance distance. We then show how to combine distance measures with statistical smoothing to develop techniques for imputing missing features of
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Keywords
Keywords: Bandwidth; Correspondence distance; Cross-validation; Dating; Kernel; Resemblance distance; Shingle
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Source
Journal of Computational and Graphical Statistics
Type
Journal article
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Restricted until
2037-12-31
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