"In this tutorial, we will cover three topics: Orthgonal Projections, QR-factorization of a matrix and least-squares solutions. In each part, I will first give the linear algebra foundation by using ...

Abstract: It is difficult for conventional methods to analyze accurately the data of orthogonal experiment with multiple indexes and/or without blank lists. In this research, a new analysis method ...

SVD is a kind of decomposition technique that can be used on matrix in any size even non-square matrix. If A matrix is a mxn matrix, then U matrix is a mxm orthogonal matrix and V is also a nxn ...

The method of empirical orthogonal function analysis is applied to wind stress vectors over the tropical Pacific Ocean from 1961 through 1978. It is determined that this vector analysis enables a more ...