Multivariate Analysis
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Using and interpreting Hotelling’s T² and Squared Prediction Error Q in anomaly detection systems
13 min read -
Outlier Detection Using Principal Component Analysis and Hotelling’s T2 and SPE/DmodX Methods
Data ScienceThanks to PCA’s sensitivity, it can be used to detect outliers in multivariate datasets
11 min read -
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Create more data with the same feature dependencies as your data
5 min read -
Why Multivariate and how can it help to make better predictions?
5 min read -
Univariate, Bi-variate and Correlation analysis
10 min read -
How to simply visualize data with multiple dependent and independent variables.
9 min read