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Outlier Identification in Model-Based Cluster Analysis

In model-based clustering based on normal-mixture models, a few outlying observations can influence the cluster structure and number. This paper develops a method to identify these, however it does not attempt to identify clusters amidst a large field of noisy observations. We identify outliers as t...

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書目詳細資料
發表在:J Classif
Main Authors: Evans, Katie, Love, Tanzy, Thurston, Sally W.
格式: Artigo
語言:Inglês
出版: 2015
主題:
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC4720172/
https://ncbi.nlm.nih.gov/pubmed/26806993
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s00357-015-9171-5
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