Functional Data Analysis

Functional data analysis ... Functional data analysis (FDA) is a branch of statistics that analyses data providing information about curves, surfaces or anything ...

Review of functional data analysis - UC Davis Department of Statistics

Functional data analysis (FDA) deals with the analysis and theory of data that are in the form of functions, images and shapes, or more general objects. The ...

Functional Data Analysis: An Introduction and Recent Developments

This paper provides an introduction to FDA, including a description of the most common statistical analysis techniques, their respective software ...

Functional Data Analysis - an overview | ScienceDirect Topics

'Functional Data Analysis' refers to the statistical methods used to analyze data that consists of curves or images, where each observation is considered as a ...

What is Functional Data Analysis? - Displayr

More information about functional data analysis. An important assumption is that the underlying functions are smooth, i.e. generally well-behaved and not too ...

Functional Data Analysis - SpringerLink

This monograph presents many ideas and techniques for such data. Included are expressions in the functional domain of such classics as linear regression.

Introduction to Functional Data Analysis with R - R Views

This post is meant to be a “gentle” introduction to doing FDA with R for someone who is totally new to the subject.

An Introduction to Functional Data Analysis. - arXiv

Functional Data Analysis (FDA) goes beyond traditional data points, treating data as dynamic, continuous functions, capturing ever-changing ...

Functional Data Analysis: An Introduction and Recent Developments

Functional data analysis (FDA) is a statistical framework that allows for the analysis of curves, images, or functions on higher dimensional ...

Functional Data Analysis - Examples

For example, if the material assumes some knowledge of differential equations, it will be in this level of expertise. Also found here will be some background ...

A 5-minute introduction to functional data analysis

Functional data can be a mind-bending topic to think about or describe to others. Since SAS introduced Functional Data Explorer in JMP 14, ...

What is functional data analysis? - YouTube

A quick look at an interesting topic in statistic: functional data analysis and its potential to answer interesting research problems ...

Functional Data Analysis in Brain Imaging Studies - PMC

This paper discusses three statistically challenging problems utilizing FDA techniques in functional brain imaging analysis.

Functional Data Analytics, B.S. | Penn State - University Bulletin

Functional Data Analytics is an interdisciplinary major that prepares students to be data professionals who are skilled communicators/project managers capable ...

CRAN Task View: Functional Data Analysis

CRAN Task View: Functional Data Analysis ... Functional data analysis (FDA) deals with data that “provides information about curves, surfaces or anything else ...

On functional data analysis and related topics - ScienceDirect

2.6. On metrics for functional data. Statistical analysis of functional objects is needing some mathematical tool for measuring the similarity between infinite- ...

Functional Data Analysis - Annual Reviews

With the advance of modern technology, more and more data are being recorded continuously during a time interval or intermittently at ...

Applications of functional data analysis: A systematic review

Functional data analysis (FDA) is increasingly being used to better analyze, model and predict time series data. Key aspects of FDA include ...

Why is Functional Data Analysis (FDA) not as popular?

2 Answers 2 · Most of the Data Science problems people are interested in solving "do not care" about the nature of the data. · That brings me to ...

Functional Data Analysis Lab

Our FDA group is dedicated to the development, application, and sharing of functional data methods within and outside of the NCSU community.

Functional analysis

Field of study

Functional analysis is a branch of mathematical analysis, the core of which is formed by the study of vector spaces endowed with some kind of limit-related structure and the linear functions defined on these spaces and suitably respecting these structures.