Multivariate Data Screening Charts

Cumulative (%) Variance Chart

  • Similar to scree plot, this graph gives insight into the maximum number of factors to extract; it is a graph of cumulative percentage of variance (of the correlation matrix) that is explained by successive factors.
Example Graph

Cumulative (%) Variance Plotted From a Multivariate Dataset

Cumulative (%) Variance Plot