Adaptive Inference for the Bivariate Mean Function in Functional Data

DOI10.1142/S2424922X1750005XzbMath1373.62237MaRDI QIDQ5363845

Andrada E. Ivanescu

Publication date: 2 October 2017

Published in: Advances in Data Science and Adaptive Analysis (Search for Journal in Brave)

zbMATH Keywords

two-dimensionalfunctional data analysisconfidence bandsthresholded estimation

Mathematics Subject Classification ID

Multivariate distribution of statistics (62H10) Nonparametric estimation (62G05) Nonparametric tolerance and confidence regions (62G15)

Related Items (2)

Function-on-function regression for two-dimensional functional data ⋮ Wavelet estimation of the dimensionality of curve time series

Uses Software

• fda (R)
• SemiPar
• mgcv
• RandomFields
• fds
• gamair

Cites Work

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• A partial overview of the theory of statistics with functional data
• Inference for functional data with applications
• Wavelet modeling of functional random effects with application to human vision data
• Thresholding methods to estimate copula density
• Penalized empirical risk minimization over Besov spaces
• The functional singular value decomposition for bivariate stochastic processes
• Functional data analysis.
• Adaptive Inference for the Mean of a Gaussian Process in Functional Data
• Functional Data Analysis with R and MATLAB
• Semiparametric Regression
• Introduction to nonparametric estimation

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