IEEE

Scalable Random Feature Latent Variable Models

Abstract: Random feature latent variable models (RFLVMs) are state-of-the-art tools for uncovering structure in high-dimensional, non-Gaussian data. However, their reliance on Monte Carlo sampling ...
inc42

What Is Probability Density Function? Here’s All You Need to Know

What Is A Probability Density Function? A probability density function, also known as a bell curve, is a fundamental statistics concept, that describes the likelihood of a continuous random variable ...
GitHub

Wigner Function for Quantum Optics

All the scripts were developed on MATLAB 2023a (compatible with MATLAB 2022b or later). This file contains two main scripts: CoherentBasis.m FockBasis.m which define two types of classes. The first ...
GitHub

The probability density function of the normal distribution, first derived by De Moivre and 200 years later by both Gauss and Laplace independently, is often called the bell ...

where μ is the mean and σ the standard deviation. The square of the standard deviation,σ^2 , is called the variance. The function has its peak at the mean, and its “spread” increases with the standard ...
IEEE

Generalized Gaussian Distribution with Augmented Pure Quaternion Random Variable

Abstract: Quaternion random signals can be analyzed using augmented second-order statistics. If these signals are treated as the augmented quaternion valued random variables, then they can be modeled ...
Scientific Research Publishing

Probability Distribution of SARS-Cov-2 (COVID) Infectivity Following Onset of Symptoms: Analysis from First Principles ()

Department of Physics, Trinity College, Hartford, USA. Although the SARS-Cov-2 virus presents many biochemical and biophysical mysteries for scientists to research, the question of greatest import for ...
Scientific Research Publishing

A. Papoulis, “Probability, Random Variables and Stochastic Processes,” 3rd Edition, McGraw-Hill Inc., Boston, 1991.

ABSTRACT: The economic emission dispatch (EED) problem minimizes two competing objective functions, fuel cost and emission, while satisfying several equality and inequality constraints. Since the ...