There seems to be a computation error for the validated explained variance in PCA. We will fix this bug as quickly as possible and release a new version the ConsumerCheck software. The new version will be numbered 1.0.1. We are sorry for the inconvenience.
Bug in PCA
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ConsumerCheck 