Probability Distributions: Independence and Linear Combinations

In course

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Description

This lecture covers the concepts of independence between random variables, linear combinations of Gaussian variables, and the properties of probability distributions. It also explores the relationship between moment-generating functions and probability laws, emphasizing the importance of understanding the injection between them.

Instructors (2)

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Official source

https://mediaspace.epfl.ch/media/0_sxi5xidv

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Ontological neighbourhood

Statistics

Statistical inference: Mathematical statistics

Mathematics

Probability theory: Topics in probability theory

Algebra: Linear algebra

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