"$\alpha$-Stable Distributions" · 2 results · Global ETD Search

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Showing 1 to 2 of 2 for “"$\alpha$-Stable Distributions"”.

Hypothesis Testing Using Spatially Dependent Heavy-Tailed Multisensor Data

Subramanian, Arun

… in fact, are characterized by non-Gaussian distributions. A common characteristic observed in non-Gaussian data is the presence of heavy-tails or fat tails. For such data, the probability density function (p.d.f.) of extreme values decay at a slower-than-exponential rate, implying that …

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On Latent Variable Models for Bayesian Inference with Stable Distributions and Processes

Riabiz, MarinaUniversity of Cambridge2019

… reliable Bayesian inference methods when the $\alpha$-stable model is selected to represent such data. The class of stable distributions is the limit of the generalized central limit theorem (CLT), having a key role in representing phenomena that can be thought of as the sum of many …

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