Sliced inverse regression - PowerPoint PPT Presentation

Dimension reduction (1)

Dimension reduction (1). Overview PCA Factor Analysis EDR space SIR. References: Applied Multivariate Analysis. http://www.stat.ucla.edu/~kcli/sir-PHD.pdf. Overview. The purpose of dimension reduction: Data simplification Data visualization

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Kernel-Based Contrast Functions for Sufficient Dimension R eduction

Kernel-Based Contrast Functions for Sufficient Dimension R eduction. Michael Jordan Department of Statistics University of California, Berkeley Joint work with Kenji Fukumizu and Francis Bach. Outline. Introduction – dimension reduction and conditional independence

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414 views • 26 slides

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