Functional Data Analysis with R

Functional Data Analysis with R ... Modern Functional Data Analysis consists of the development of robust statistical methods and reproducible software for model ...

Introduction to Functional Data Analysis with R - R Views

FDA is a branch of statistics that deals with data that can be conceptualized as a function of an underlying, continuous variable. The data in ...

Functional Data Analysis with R - 1st Edition - Ciprian M. Crainiceanu

Functional Data Analysis with R is primarily aimed at undergraduate, master's, and PhD students, as well as data scientists and researchers ...

Functional Data Analysis with R | Ciprian M. Crainiceanu, Jeff Goldsmi

Functional Data Analysis with R presents many ideas for handling functional data including dimension reduction techniques, smoothing, functional ...

CRAN Task View: Functional Data Analysis

Functional data analysis (FDA) deals with data that “provides information about curves, surfaces or anything else varying over a continuum.

Functional Data Analysis with R. - Taylor & Francis Online

The book provides an extensive account of modern methods of Functional Data Analysis (FDA) particularly well suited for biostatisticians who want to apply ...

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

As I recall, there was talk at one point of trouble with pointwise summaries of COVID forecasts. The alternative is to treat the time series as ...

Statfda. Functional data analysis with R

Select the functional basis representation that best fits to your discrete data. You only have to select a type of basis and the dimension to use. You don't ...

Functional Data Analysis in R by fda.usc package

Functional data analysis is a branch of statistics that analyzes data providing information about curves, surfaces or anything else varying over a continuum.

Functional Data Analysis with R and MATLAB - SpringerLink

About this book. Scientists often collect samples of curves and other functional observations, and develop models where parameters are also functions. This ...

R Views - Introduction to Functional Data Analysis with R

FDA is a branch of statistics that deals with data that can be conceptualized as a function of an underlying, continuous variable. The data in ...

Santiago Rodriguez | Intro to functional data analysis | RStudio Meetup

... Analysis for Functional Data by Shi & Choi: https://lnkd.in/gAig-AZa ✨ GAMs in R, free course - Noam Ross: https://lnkd.in/gput2QbK ...

Functional Data Analysis - R Views

Functional PCA with R. Joseph Rickert 2021-06-10. Basic FDA Descriptive Statistics with R. Joseph Rickert 2021-05-14. Introduction to Functional Data Analysis ...

Functional Data Analysis with R - Google Books

"Functional Data Analysis with R is primarily aimed at undergraduate, masters, and PhD students, as well as data scientists and researchers working on ...

fdANOVA: An R Software Package for Analysis of Variance for ...

The theory and practice of statistical methods for such data is referred to as functional data analysis (FDA) which is one of major research fields in ...

Statistical Computing in Functional Data Analysis: The R Package ...

Abstract. This paper is devoted to the R package fda.usc which includes some utilities for functional data analysis. This package carries out ...

Resources - Functional Data Analysis Lab - NC State

R packages · Interactive plotting of functional data analyses from refund package. · Contains functions to make lasagna plots, and plot output from functional ...

Functional Data Analysis using fda.usc package - RPubs

Functional data analysis is a branch of statistics that analyzes data providing information about curves, surfaces or anything else varying over ...

CRAN Task View: Functional Data Analysis

https://CRAN.R-project.org/view=FunctionalData. Functional data analysis (FDA) deals with data that "provides information about curves, surfaces or anything ...

Review of functional data analysis - UC Davis Department of Statistics

Functional data analysis with r and matlab. Springer. Ramsay JO, Li X. 1998. Curve registration. Journal of the Royal Statistical Society: Series B. 60:351 ...