Toy Model for Large Non-Symmetric Random Matrices
arXiv:1004.4522
Abstract
Non-symmetric rectangular correlation matrices occur in many problems in economics. We test the method of extracting statistically meaningful correlations between input and output variables of large dimensionality and build a toy model for artificially included correlations in large random time series.The results are then applied to analysis of polish macroeconomic data and can be used as an alternative to classical cointegration approach.
5 pages, 3 figures, Proceedings of the 3rd Polish Symposium on Econo- and Sociophysics, Wroclaw 2007,