Abstract We present here the autoregressive tempered fractionally integrated moving average (ARTFIMA) process obtained by taking fractional difference operator of non-Gaussian stable noise. The tempering parameter makes ARTFIMA stationary for a wider range memory values than classical average, and leads to semi-long dependence transient anomalous behavior. investigate structure with noise const...