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Apr 24, 2017

Criteria in determining the number of Principal Components to Retain

These are the criteria in determining the Principal components to retain in PCA: eigenvalue-one criterion, scree test and cumulative percent of variance. Is there a chance that the results of these 3 different tests will be in conflict?