On the statistical analysis of functional data arising from designed ...

We investigate various methods for testing whether two groups of curves are statistically significantly different, with the motivation to apply the ...

On the Statistical Analysis of Functional Data Arising from Designed ...

We investigate various methods for testing whether two groups of curves are sta- tistically significantly different, with the motivation to apply the ...

MONICA SIRSKI, University of Manitoba

On the Statistical Analysis of Functional Data Arising from Designed Experiments. We investigate various methods for testing whether two groups of curves are ...

Review of functional data analysis - UC Davis Department of Statistics

Sparse functional data arise in longitudinal studies where subjects are ... Most-predictive design points for functional data predictors. Biometrika 97 ...

Functional Data Analysis in Designed Experiments - ResearchGate

In order to derive the test statistics and their approximate null distributions, Hasse diagrams for representing the structure of the experiment are combined ...

Functional Data Analysis: An Introduction and Recent Developments

Different versions have been developed; see Gijbels and Nagy (2017) for an in-depth discussion of the desirable properties of statistical depths ...

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 ...

An Introduction to Functional Data Analysis. - arXiv

Employing mathematical domains like linear algebra, functional analysis, probability and statistics, FDA manipulates and analyzes functions by ...

Functional Data Analysis in Brain Imaging Studies - PMC

Functional techniques designed for these data are in strong demand. This ... Statistical methods for analyzing such data are described by the term “functional ...

On the Concept of Depth for Functional Data - Taylor & Francis Online

The statistical analysis of functional data is a growing need in many research areas. In particular, a robust methodology is important to study curves ...

Functional Data Analysis - SpringerLink

The questions arising by the statistical analysis of functional data are ... From the theoretical point, design of a stochastic model for functional data and ...

Analysis of Functional Responses in Experimental Design

The design and analysis of experiments (DOE) of U.S. Air Force assets are based off of sensor streamed data. Functional data analysis (FDA) is ...

Recent Advances in Elastic Functional Data Analysis

... statistical analysis of the resulting data ... Specifically, we have developed techniques for elastic functional PCA and elastic regression ...

Applications of functional data analysis: A systematic review - PMC

... functional data by applying statistical concepts from multivariate data analysis. ... analysis to functional data have been developed ...

Functional Data Analysis - James Ramsay, B. W. Silverman

... data smoothing and other matters arising in the preliminaries to a functional data analysis. The chapters on the functional linear model and modeling of the ...

Repeated measures analysis for functional data - ScienceDirect.com

... statistical methods are being adapted to the Functional Data Analysis ... ▻ In order to study the statistical power, a Monte Carlo simulation studied is developed ...

What is Functional Data Analysis? - Displayr

Whereas in, multivariate statistics, we take multiple measurements for each subject/unit, e.g. height, weight, and age. In some applications, it is useful to ...

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 domains.

Statistical Analysis of Functional Data | Request PDF - ResearchGate

... made Toulouse (France) one of the leading centers in functional data analysis. ResearchGate Logo. Discover the world's research. 25+ million members; 160+ ...

The Analysis of Two-Way Functional Data Using Two-Way ...

who made calls to a telephone call center. ... (2006), “An improved method for general- ized constrained canonical correlation analysis,” Computational Statistics ...