Microbiome data is high dimensional, sparse, compositional, and over-dispersed. Therefore, modeling microbiome very challenging it an active research area. analysis has become a progressing area of as microorganisms constitute large part life. Since many methods have been presented, this review summarizes the challenges, used, advantages disadvantages those methods, to serve updated guide for i...