Tolerance bands for functional data

DOI10.1111/biom.12434zbMath1419.62429OpenAlexW2175023793WikidataQ31024461 ScholiaQ31024461MaRDI QIDQ5739276

Lasitha N. Rathnayake, Pankaj K. Choudhary

Publication date: 15 July 2016

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/biom.12434

zbMATH Keywords

bootstrapmixed modelfunctional data analysisKarhunen-Loéve expansiontolerance interval

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Parametric tolerance and confidence regions (62F25) Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (3)

A geometric approach for computing tolerance bounds for elastic functional data ⋮ Domain Selection and Familywise Error Rate for Functional Data: A Unified Framework ⋮ Approximate tolerance intervals for nonparametric regression models

Uses Software

• R
• fda (R)
• SemiPar
• refund
• tolerance

Cites Work

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• Functional data analysis.
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• Statistical Tolerance Regions: Theory, Applications, and Computation
• Principal component models for sparse functional data
• Nonparametric Regression Analysis of Longitudinal Data
• An Analysis of Paediatric CD4 Counts for Acquired Immune Deficiency Syndrome Using Flexible Random Curves
• Principal Modes of Variation for Processes with Continuous Sample Curves
• One-Sided and Two-Sided Tolerance Intervals in General Mixed and Random Effects Models Using Small-Sample Asymptotics
• Corrected Confidence Bands for Functional Data Using Principal Components
• Functional Data Analysis for Sparse Longitudinal Data

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