The Gaussian distribution is the basis of modern statistics, but it is also an extraordinary demonstration of how mathematics is able to describe real-life phenomena, even when they present various ...

Probability Distribution Functions is a Python package to help plot, calculate distributions of data using different probability distribution types and formulas.

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Abstract: The normal inverse Gaussian (NIG) distribution is a recent variance-mean mixture of a Gaussian with an inverse Gaussian distribution. The NIG can serve as a model for data that are ...

1 Department of Mathematics and Actuarial Science, Kisii University, Kisii, Kenya. 2 School of Mathematics, University of Nairobi, Nairobi, Kenya. Normal Inverse Gaussian (NIG) distribution introduced ...

A Python package for working with Binomial & Gaussian distributions. I packaged and distributed this project on PyPi as a final project in the AWS Machine Learning Foundations Nanodegree Program.

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All sorts of physical processes in this analog world exhibit some degree of randomness. Think of noise, for example. Many noisy processes are described by Gaussian probability distributions. We should ...