This paper concerns early change detection problem in time series. For the early detection problem, we propose an application of Sequential Probability Ratio Test (SPRT) that has been mainly used in the field of quality control. The SPRT is used for testing a null hypothesis H 0 (e.g. the quality is under pre-specified limit 1%) against hypothesis H 1 (e.g. the quality is over pre-specified limit 1%). And it is defined as follows: At each stage of successive observations on data Z 1 ,Z 2 , …, the probability ratio λ i is computed.