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Efficient inverse Z-transform and Wiener-Hopf factorization

2024/04/30 by Boyarchenko, Svetlana, Levendorskiĭ, Sergei
#42A38 #42B10 #44A10 #60-08 #65G51 #65R10 #91G20 #91G60 #Computational Finance (q-fin.CP) #FOS: Economics and business #FOS: Mathematics #Numerical Analysis (math.NA)

paper · doi:10.48550/arxiv.2404.19290

Abstract

We suggest new closely related methods for numerical inversion of Z-transform and Wiener-Hopf factorization of functions on the unit circle, based on sinh-deformations of the contours of integration, corresponding changes of variables and the simplified trapezoid rule. As applications, we consider evaluation of high moments of probability distributions and construction of causal filters. Programs in Matlab running on a Mac with moderate characteristics achieves the precision E-14 in several dozen of microseconds and E-11 in several milliseconds, respectively.

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