1
Department of Statistics, Faculty of Mathematical Sciences, Shahid Beheshti University, Tehran, Iran
2
Norwegian University of Life Sciences, Campus Ås
Abstract
Profile monitoring is usually faced by control charts and mostly the response variable is observable in those problems. We confront here with a similar problem where the values of the reward function are observed instead of the response variable vector and weusethedart modeltomakeiteasier to understand. Supposing there exists at most one change-point, a sequence of independent points resulted by darts throws is observed and the estimation of parameters and the change-point (if there exists any) are presented using the frequentist and Bayesian approaches. In both the approaches, two possible precision scalar and matrix are studied separately. The results are examined through a simulation study and the methods applied on a real data.
