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Financial Ratio Cross-section Dynamics: a Non-parametric Approach
Authors:Jozef Konings Filip Roodhooft
Institution:Faculty of Economics and Applied Economics, Catholic University of Leuven, Belgium
Abstract:This study introduces a non-parametric approach to study the cross-sectional dynamic behaviour of financial ratios and to test their convergence. A non-parametric Markov transition matrix approach is used to consider the evolution of the entire cross-section distribution. Conclusions with respect to the convergence of financial ratios are derived from the ergodic distributions. The results demonstrate high intra-distribution mobility with more persistence in the smallest and the largest size classes. Furthermore we find no convergence towards the industry average.
Keywords:financial ratios  convergence  industry dynamics  Markov claims  ergodic distribution
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