Principal Components Analysis and Partial Least Squares (Chinese Edition)

This book starts from the practical issues of the correlation of system independent variable, system nonlinearity, and introduces linear and nonlinear principal component analysis, linear principal component regression and its recursion algorithm, linear and nonlinear partial least squares, kernel principal component analysis and kernel partial least squares, etc