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The first edition of Introduction to Nonparametric Methods Applications Approach is learning resource for learners and researchers that introduces nonparametric methods. The resource has emphasis on problem formulation, solving and practical applications in the fields of Business, Engineering, Mathematics and Applied Sciences. Interest has gone specifically into developing and solving practical problems that are practically inclined in diverse fields.