fdANOVA: an R software package for analysis of variance for univariate and multivariate functional data

DOI10.1007/s00180-018-0842-7zbMath1417.62007OpenAlexW2893271558WikidataQ121771147 ScholiaQ121771147MaRDI QIDQ2418055

Tomasz Górecki, Łukasz Smaga

Publication date: 3 June 2019

Published in: Computational Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00180-018-0842-7

zbMATH Keywords

analysis of variancefunctional data

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Software, source code, etc. for problems pertaining to statistics (62-04) Analysis of variance and covariance (ANOVA) (62J10)

Related Items (11)

Asymptotic normality of a generalized maximum mean discrepancy estimator ⋮ Robust multivariate functional discriminant coordinates ⋮ Editorial on the special issue on functional data analysis and related topics ⋮ High-Dimensional MANOVA Via Bootstrapping and Its Application to Functional and Sparse Count Data ⋮ Projection tests for linear hypothesis in the functional response model ⋮ Functional Two-sample Tests Based on Empirical Characteristic Functionals ⋮ Testing the equality of a large number of means of functional data ⋮ fdANOVA ⋮ Functional ANOVA based on empirical characteristic functionals ⋮ Invariant tests for functional data with application to an earthquake impact study ⋮ Multi-sample comparison using spatial signs for infinite dimensional data

Uses Software

• R
• MASS (R)
• fda (R)
• ggplot2
• doMC
• doSNOW
• foreach
• doBy
• doParallel
• fda.usc
• locpol
• pspline
• bigsplines
• regRSM
• GitHub
• magic
• mfds

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Random subspace method for high-dimensional regression with the \texttt{R} package \texttt{regRSM}
• A partial overview of the theory of statistics with functional data
• Inference for functional data with applications
• A simple multiway ANOVA for functional data
• A comparison of tests for the one-way ANOVA problem for functional data
• An ANOVA test for functional data
• A new test for functional one-way ANOVA with applications to ischemic heart screening
• Functional principal components analysis via penalized rank one approximation
• Functional data analysis.
• Nonparametric functional data analysis. Theory and practice.
• Statistical inferences for functional data
• Statistical inferences for linear models with functional responses
• Statistical Analysis of Financial Data in S-Plus
• Regression Analysis for a Functional Response
• Box-Type Approximations in Nonparametric Factorial Designs
• Multivariate analysis of variance for functional data
• Analysis of Variance for Functional Data
• Asymptotic Permutation Tests in General Factorial Designs
• One‐Way <scp>anova</scp> for Functional Data via Globalizing the Pointwise F‐test

This page was built for publication: fdANOVA: an R software package for analysis of variance for univariate and multivariate functional data