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On the estimation of the autocorrelation function

Manuel Duarte Ortigueira — 2010

Discussiones Mathematicae Probability and Statistics

The autocorrelation function has a very important role in several application areas involving stochastic processes. In fact, it assumes the theoretical base for Spectral analysis, ARMA (and generalizations) modeling, detection, etc. However and as it is well known, the results obtained with the more current estimates of the autocorrelation function (biased or not) are frequently bad, even when we have access to a large number of points. On the other hand, in some applications, we need to perform...

From Differences to Derivatives

Duarte Ortigueira, Manuel;  Coito, Fernando — 2004

Fractional Calculus and Applied Analysis

A relation showing that the Grünwald-Letnikov and generalized Cauchy derivatives are equal is deduced confirming the validity of a well known conjecture. Integral representations for both direct and reverse fractional differences are presented. From these the fractional derivative is readily obtained generalizing the Cauchy integral formula.

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