Principal Component Analysis (Hardcover, 2, 2002)

Introduction. - Properties of Population Principal Components. - Properties of Sample Principal Components. - Interpreting Principal Components: Examples. - Graphical Representation of Data Using Principal Components. - Choosing a Subset of Principal Components or Variables. - Principal Component Analysis and Factor Analysis. - Principal Components in Regression Analysis. - Principal Components Used with Other Multivariate Techniques. - Outlier Detection, Influential Observations and Robust Estimation. - Rotation and Interpretation of Principal Components. - Principal Component Analysis for Time Series and Other Non-Independent Data. - Principal Component Analysis for Special Types of Data. - Generalizations and Adaptations of Principal Component Analysis.