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Data · dataset · 2024

Calculation of bivariate cylindrically symmetric α-stable distribution using Wynn’s ε-method. Generated datasets.

Listed in ARP Research Data Repository

The α-stable distributions appear in a broad field.

Description

We needed them in X-ray and neutron off-specular scattering, where their characteristic functions are frequently used as correlation functions. In practice, we need the Fourier-transforms of the 2-dimensional (and usually cylindrically symmetric) correlation functions, i.e. the corresponding probability density functions.

At first, we used implementations, which we have found sorrily to be numerically unstable. Therefore, we have written a new C++ code using the GNU MPFR (C library for multiple-precision floating-point computations) and boost multiprecision libraries. We present the ‘test’ results generated by this new code here.

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Additionally, we very shortly summarize the theoretical bases. For further details, we refer the reader to the given references, and the source code and its documentation also are provided.

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ARP Research Data Repositoryhdl:21.15109/ARP/BIPBSA13 d agoJSON v1
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