Search for tag: "gaussian"
Doubly-latent Models in Spatial EpidemiologyDoubly-latent Models in Spatial Epidemiology By Glenna Nightingale, Megan Laxton and Jacqueline Aim. Copyright © University of Edinburgh 2020 CC BY-NC-SA This work is licensed under a Creative…
From Jacqueline Aim
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Thomas Opitz EVA Talk PreviewThis talk has captions. You can remove these by pressing CC on the video toolbar. Name: Thomas Opitz Talk Title: Stochastic geometry of Gaussian mixture processes and spatial extreme-value analysis…
From Anna Munro
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Krzysztof Debicki EVA Talk PreviewThis talk has captions. You can remove these by pressing CC on the video toolbar. Name: Krzysztof Debicki Talk Title: Extremes of Vector-Valued Gaussian Processes Abstract: We develop the uniform…
From Anna Munro
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Lanpeng Ji EVA Talk PreviewThis talk has captions. You can remove these by pressing CC on the video toolbar. Name: Lanpeng Ji Talk Title: Extrema of multi-dimensional Gaussian processes over random intervals Abstract:…
From Anna Munro
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Topic 39: Multivariate Characteristic Functions (PETARS, Chapter 5)The concept of the characteristic function for scalar random variables is extended to multivariate densities of random vectors. This is defined as the multi-dimensional Fourier transform, or the…
From James Hopgood
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Topic 38: The Multivariate Guassian Distribution (PETARS, Chapter 5)This video reviews the probability density function (pdf) for the multivariate Gaussian random variable. This pdf is then derived by developing the isotropic multivariate Gaussian, and then…
From James Hopgood
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Topic 24: Higher-Order Statistics (PETARS, Chapter 4)This video looks at two important and commonly used higher-order statistics that are useful for characterising a random variable, namely skewness and kurtosis. The video gives a physical meaning…
From James Hopgood
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Topic 20: Common density functions and their properties (PETARS, Chapter 4)This video introduces a number of common probability density functions that are used in signal processing algorithms. Examples are given over finite-intervals, the entire real axis, and…
From James Hopgood
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