Lecture

Special Families of Models

Description

This lecture covers the concepts of completeness, minimal sufficiency, and special families of models in statistical theory. The instructor explains the Lehmann-Scheffé theorem, Basu's theorem, and the properties of exponential families of distributions. Emphasis is placed on the importance of exponential families and the transformation families in modeling data, as well as the invariance and equivariance properties of statistics in different parametric models.

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.

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.