Simultaneous dimension reduction and variable selection in modeling high dimensional data.

Simultaneous dimension reduction and variable selection in modeling high dimensional data.

Bibliographic Details
Main Author: Lansangan, Joseph Ryan G.
Format: Thesis
Language:English
Published: Quezon City University of the Philippines c2014.
Subjects:
High dimensionality.
Regression modeling.
Dimension reduction.
Variable selection.
Hidden factors.
Sparsity.
Soft thresholding.
SPCA.