Lecture

Probability and Statistics: Fundamental Theorems

Description

This lecture covers fundamental theorems in probability and statistics, including the law of large numbers and the central limit theorem. It explains how these theorems apply to independent and identically distributed random variables, providing insights into the approximation by the normal distribution. The lecture also delves into joint probability laws, marginal distributions, and the properties of joint mass functions. Examples and exercises are used to illustrate the concepts discussed.

Instructor

aliqua velit quis

Incididunt cillum quis non exercitation culpa velit in voluptate in commodo. Aliquip sunt dolore Lorem proident et esse aliquip nulla incididunt velit eiusmod sunt Lorem elit. Velit dolor est Lorem laboris sunt mollit. Non commodo id Lorem nostrud nulla nisi ullamco excepteur incididunt qui enim deserunt. Est dolore duis id aute velit velit non sit nostrud est nulla qui tempor anim. Elit cupidatat adipisicing velit aliqua minim occaecat dolore consectetur do ullamco reprehenderit officia. Consectetur dolore quis ullamco reprehenderit dolore quis dolore.

Official source

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

About this result

This page is automatically generated and may contain information that is not correct, complete, up-to-date, or relevant to your search query. The same applies to every other page on this website. Please make sure to verify the information with EPFL's official sources.

Ontological neighbourhood

Statistics

Statistical inference: Mathematical statistics

Mathematics

Probability theory: Topics in probability theory

Related lectures (113)

Graph Chatbot

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.