Effective of Renyi Entropy in Markov Basis for Independent Model
Ali Talib Mohammed, Maysaa Jalil Mohammed · Journal of education for pure science. · 2023
The general concept of algebraic statistics is to employ algebra tools to provide a better view of thestructure of statistical problems and to contribute to finding solutions. The algebraic and statisticalmixture represented by the method of Markov basis for the independent model (MBIM) on thecontingency table is considered highly efficient to study and analyze the target problem which isRheumatoid arthritis. The verification of the proposed method is carried out by taking advantage of theeffect of the entropy property by using the law of Renyi entropy to show which of the alternate matricesthat exist within the fiber elements are more independent than others