Lecture

Common Distributions: Moment Generating Functions

Description

This lecture covers common probability distributions such as Binomial, Geometric, Negative Binomial, Poisson, and Multinomial, explaining their mean, variance, and moment generating functions. It also delves into special distributions like Uniform, Exponential, Gamma, and Normal distributions, discussing their properties and applications, including entropy and Kullback-Leibler divergence.

Instructors (2)

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Official source

https://mediaspace.epfl.ch/media/0_p4m4aagv

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Ontological neighbourhood

Statistics

Statistical inference: Mathematical statistics, Bayesian statistics

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