Bias in the memory parameter for different sampling rates

This paper analyses the bias in the estimate of the long memory parameter arising as a consequence of changing the frequency of the data for both semi-parametric and parametric estimation methods. Decreasing the sampling rate biases the estimation of the long memory parameter towards zero for all estimation methods. For the semi-parametric methods the observed empirical bias can be explained by analysing the form of each of the estimation methods.