A powerful test based on tapering for use in functional data analysis

DOI10.1214/08-EJS172zbMath1320.62104arXiv0801.2224MaRDI QIDQ1951781

Dan J. Spitzner

Publication date: 24 May 2013

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/0801.2224

zbMATH Keywords

quadratic formsfunctional data analysisFourier decompositionhigh-dimensional testingrates of testing

Mathematics Subject Classification ID

Nonparametric hypothesis testing (62G10) Linear regression; mixed models (62J05) Applications of functional analysis in probability theory and statistics (46N30)

Related Items (3)

New insights on permutation approach for hypothesis testing on functional data ⋮ A powerful test based on tapering for use in functional data analysis ⋮ Smoothed functional canonical correlation analysis of humidity and temperature data

Uses Software

• fda (R)

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Time series: theory and methods.
• Testing goodness-of-fit in regression via order selection criteria
• Asymptotic comparison of Cramér-von Mises and nonparametric function estimation techniques for testing goodness-of-fit
• Minimax nonparametric hypothesis testing: The case of an inhomogeneous alternative
• Asymptotically minimax hypothesis testing for nonparametric alternatives. III
• Adaptive hypothesis testing using wavelets
• Asymptotic optimality of data-driven Neyman's tests for uniformity
• Generalized likelihood ratio statistics and Wilks phenomenon
• A powerful test based on tapering for use in functional data analysis
• On optimality of Bayesian testimation in the normal means problem
• Functional data analysis.
• Adaptive minimax testing in the discrete regression scheme
• An asymptotic viewpoint on high-dimensional Bayesian testing
• Testing for No Effect by Cosine Series Methods
• Test of Significance Based on Wavelet Thresholding and Neyman's Truncation
• Goodness-of-Fit Tests for Parametric Regression Models
• Testing lack of fit in multiple regression
• An Adaptive, Rate-Optimal Test of a Parametric Mean-Regression Model Against a Nonparametric Alternative
• Test of Significance When Data Are Curves
• Goodness of Fit via Non-parametric Likelihood Ratios
• Use of goodness-of-fit procedures in high dimensional testing
• OPTIMAL TESTING IN A FIXED-EFFECTS FUNCTIONAL ANALYSIS OF VARIANCE MODEL

This page was built for publication: A powerful test based on tapering for use in functional data analysis