GAURANGADEB CHATTOPADHYAY is professor of statistics at the University of Calcutta, Kolkata, India. He has completed his PhD in Statistics from the University of Calcutta. He has successfully guided four PhD and MPhil students. An active member of Calcutta Statistical Association, Indian Science Congress Association and Indian Association for Productivity, Quality and Reliability, his main interests are in statistical inference, reliability analysis and survey sampling