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Model-Based Clustering and Classification for Data Science: With Applications in R

Seung Jun Shin

2020The American Statistician37 citationsDOIOpen Access PDF

Abstract

In statistics, data are not regarded as just numbers, but realizations of random elements. Suppose we have data y∼P . Then data analysis is essentially the process of uncovering the data generating...

Topics & Concepts

Cluster analysisComputer scienceMathematicsStatisticsData miningAdvanced Clustering Algorithms ResearchData Analysis with RBayesian Methods and Mixture Models
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