PowerPoint Presentation - Dimension reduction in large data sets

Simplification II

•Rotation (orthogonal or oblique)

•Restriction of loadings to discrete set of values

•LASSO-based approach

•Others

–Combining variance maximisation and simplification criteria

–Truncation of loadings

–Empirical orthogonal teleconnections

–etc.