Background: The developed Semi-Markov model with Kumaraswamy Exponentiated Inverse Rayleigh distribution examined patients hypertension, heart diseases, smoking habits and Stroke, is measured from one state to another. Materials Methods: Patients Non-Communicable disease described through distribution. Results: estimated parameters of this predicted by the maximum likelihood estimation for each...