PhD course An Introduction to Functional Data Analysis

Course Description. Functional Data Analysis (FDA) is a branch of statistics focused on the analysis and interpretation of data on a continuum, meaning that ...

Intro to Functional Data Analysis - Part 2 | Matthew Malloure, Dow ...

RStudio Meetup: Functional Data Analysis (Part 2) Led by Matthew Malloure, Dow Chemical Link to slides: ...

IASC-ERS Course – An Introduction to Functional Data Analysis for ...

... PhD students, Master students and also researchers in statistics and data analysis to attend the IASC-ERS Webinar Course “An Introduction to ...

Introduction to Functional Data Analysis — Penn State

The book can be used as textbook for a semester-long course on FDA for advanced undergraduate or MS statistics majors, as well as for MS and PhD ...

[Q] Requirements for Studying Functional Data Analysis? : r/statistics

I also do know some basic probability theory, up to the measure theoretical level, although I've never taken a rigorous course in Brownian ...

Introduction to Functional Data Analysis with R - UPC

This course offers an introduction to FDA and presents some of the R ... PhD students in Statistics or Data Science. Professionals of data analysis ...

Functional Data Analysis - MATH-665 - EPFL

This course will consider the statistical analysis of random functions through both lenses and present some of the curses and blessings of infinite dimensions.

Updated introduction for functional data analysis. - YouTube

I recently gave an 8-hour short course on functional data analysis. These videos can be viewed as the updated version of my previous videos.

Functional Data Analysis - ENSAI

This course aims to provide an introduction to functional data analysis (FDA). The fundamental statistical tools for modeling and analyzing such data will ...

What are some prerequisites to do research on Functional Data ...

... Analysis as well. So far, for Stats, I've had one year of introductory course, Linear Regression, Probability Theory, Statistical Computing (R).

Introduction to Functional Data Analysis - 1st Edition - Piotr Kokoszk

The book can be used as textbook for a semester-long course on FDA for advanced undergraduate or MS statistics majors, as well as for MS and PhD students in ...

Introduction to Functional Data Analysis (FDA) - Towards Data Science

... degrees of freedom. If d grows to infinity, the dimension, and ... PhD in mathematical statistics, researcher in time series analysis, data ...

PhD Advanced Research Methods and Statistics course options

... functional data analysis, models for correlated data, learning theory. ... Introduction to computing for data analysis and visualization ...

Introduction to Functional Data Analysis with R - BGSMath

This course offers an introduction to FDA and presents some of the R ... Free of charge places are available in this course for BGSMath PhD and postdocs.

Functional Data Analysis - Krzysztof (Krys) Podgorski

... data, and thus avoiding the curse of dimensionality. This course is meant to introduce the students to various aspects of dimension free analysis, which ...

STP 598: Statistical Inference for Functional Data

Functional Data Analysis (FDA) is the area of statistics concerned with data consisting of continuous, smooth functions. In this course, we will.

Functional Data Analysis

Prerequisites: PhD students should have attended a basic statistics course. Course topics: 1. Introduction to R. 2. Introduction to functional data. 3 ...

Topic Lectures - Department of Statistics - Stat @ Purdue

Because the dimensionality of these data is very high, proper analysis is very important. This is an introductory course for graduate students (Masters and Ph.D ...

Functional Data Analysis in Finance at University of ... - FindAPhD

This PhD project is employing newly developed tools in FDA to produce new insights for financial study, which cannot be revealed from the conventional methods.

Functional Data Analysis | Eberly College of Science

Reimherr co-authored an introductory book on Functional Data. They have received several national research grants to support this effort and ...