Lecture

Splines: Fundamentals and Applications

In course

In elit nisi qui sunt consectetur voluptate ex esse cillum in. Est consectetur commodo minim officia dolor anim aute elit mollit nulla et ex. Enim adipisicing officia irure aute sit ut ipsum cillum sint. Consectetur nulla laboris reprehenderit non esse ullamco minim pariatur. Lorem fugiat nostrud dolore officia culpa anim dolor excepteur ex. Ea esse voluptate esse duis Lorem amet sunt nisi. Lorem ut ea tempor cupidatat.

Description

This lecture covers the fundamental concepts of B-splines, natural cubic splines, and smoothing splines. It explains the construction of spline bases, linear extrapolation, and solving regression problems with splines. Practical choices, computational complexity, and multivariate splines are also discussed.

Official source

https://mediaspace.epfl.ch/media/0_1qldg9zs

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

Data analysis: Regression analysis

Mathematics

Analysis: Numerical analysis

Related lectures (60)

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.