Any research claim must be supported by sound statistical outcomes. The choice of the statistical tools largely depends on the knowledge, skill and experience of the user. The advancement in the knowledge and with the introduction of sophisticated statistical techniques leads to more precise solution of the problem. In order to pursue these objectives, in this study we make use of the advance statistical techniques and take a step further in the fact finding mission. It is realized that better prognosis and awareness will be very handy in dealing with problem like hepatitis B and hepatitis C viruses. It poses challenges to the researchers at one hand and to the medical practitioners at the other. The task is huge, however, well co-originated effort can minimize the expected damage in the future. Lets join hands in making our plant more peaceful, more safer for the coming generations.