Statistical Tests of Symbolic Dynamics

A novel general method for constructing nonparametric hypotheses tests based on the field of symbolic analysis is introduced in this paper. Several existing entropy that have been used testing central several branches science (particularly economics and statistics) are particular cases approach. This family uses few assumptions, which increases applicability any symbolic-based test. Additionally, as a theoretical application method, we construct put forward four new statistics to test null hypothesis spatiotemporal independence. There very specialized literature regard. The were evaluated with mean Monte Carlo experiments. results highlight outstanding performance proposed