Abstract: Using mixed signed thinning operator,  we established INAR(1)  model on integer value  Z  proved the strict stationarity and  ergodicity of the model, discussed  the transition probabilities,  the conditional expectation and variance of the model,  and we used the  maximum likelihood method to estimate parameters.

Key words: power series distribution, signed thinning operator, stationarity, integervalued time series