Measuring the dependency between securities via factor-ICA Models

This paper proposes a new method for measuring the dependency between securities. Applying independent component analysis to the return data of the whole component securities in a universe, independent factors composing the returns are extracted. Reconstructing return data of individual component security based on such factors, wend that each security has a unique factor hierarchy