Lecture

Probability Distributions

In course

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Description

This lecture covers various probability distributions, including the normal, Pareto, exponential, gamma, and binomial distributions. It explains the concepts of joint and conditional distributions, as well as exponential families. Examples and calculations are provided to illustrate the application of these distributions in real-world scenarios.

Instructors (2)

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Official source

https://mediaspace.epfl.ch/media/0_850dyez7

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Ontological neighbourhood

Statistics

Statistical inference: Mathematical statistics, Bayesian statistics

Mathematics

Probability theory: Topics in probability theory

Analysis: Complex analysis

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