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Shapes of synaptic protein distributions distinguish brain architectures
Rehn M +4 more
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On Model-Based Clustering of Directional Data with Heavy Tails
Journal of Classification, 2023zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Yingying Zhang +2 more
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Communications in Statistics - Simulation and Computation, 2020
Heavy tailed distributions play very significant role in the study of actuarial and financial risk management data but the probability distributions proposed to model such data are scanty.
Zubair Ahmad 0006 +2 more
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Heavy tailed distributions play very significant role in the study of actuarial and financial risk management data but the probability distributions proposed to model such data are scanty.
Zubair Ahmad 0006 +2 more
openaire +1 more source
Anytime Guarantees under Heavy-Tailed Data
Proceedings of the AAAI Conference on Artificial Intelligence, 2022Under data distributions which may be heavy-tailed, many stochastic gradient-based learning algorithms are driven by feedback queried at points with almost no performance guarantees on their own. Here we explore a modified "anytime online-to-batch" mechanism which for smooth objectives admits high-probability error bounds while requiring only lower ...
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Robust Nonparametric Regression for Heavy-Tailed Data
Journal of Agricultural, Biological and Environmental Statistics, 2019zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Ferdos Gorji, Mina Aminghafari
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On the favorable estimation for fitting heavy tailed data
Computational Statistics, 2010zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Milan Stehlík +3 more
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Models for Heavy Tailed Data and Applications
AIP Conference Proceedings, 2008An important topic in space research is represented by the study of statistical properties of the interplanetary magnetic field fluctuations, these being closely related to acceleration processes and energy transport in the solar wind. Analysis of the probability distribution functions of the velocity and magnetic field fluctuations has underlined ...
Emil Popescu +4 more
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