parameters. I also construct two statistics which SLmemory statistic tests for long memory properties. The paper further displays … Monte Carlo performance for MSE of weak variance scale exponent estimator and the empirical size and power of SLmemory … statistic, giving practical recommendations of finite-sample, and also provides brief empirical examples of logarithmic return …