Conditional Functional Principal Components Analysis
From MaRDI portal
Publication:5430583
DOI10.1111/j.1467-9469.2006.00521.xzbMath1142.62041OpenAlexW2010048326MaRDI QIDQ5430583
Publication date: 16 December 2007
Published in: Scandinavian Journal of Statistics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1111/j.1467-9469.2006.00521.x
Factor analysis and principal components; correspondence analysis (62H25) Nonparametric estimation (62G05) Measures of association (correlation, canonical correlation, etc.) (62H20)
Related Items
Eigen-Adjusted Functional Principal Component Analysis, Covariate adjusted functional principal components analysis for longitudinal data, Functional data classification using covariate-adjusted subspace projection, Comments on: Dynamic relations for sparsely sampled Gaussian processes, Functional Data Analysis with Covariate-Dependent Mean and Covariance Structures, Varying-coefficient functional linear regression, Recursive estimation of the conditional geometric median in Hilbert spaces, Uniform convergence and asymptotic confidence bands for model-assisted estimators of the mean of sampled functional data, Cramér-Karhunen-Loève representation and harmonic principal component analysis of functional time series, Inference for sparse and dense functional data with covariate adjustments, Non parametric regression analysis for longitudinal data with time-depending autoregressive error process, Multivariate varying coefficient model for functional responses, Variable-Domain Functional Principal Component Analysis, Nonparametric testing for differences in electricity prices: the case of the Fukushima nuclear accident, Varying-Coefficient Functional Linear Regression Models, Inference under functional proportional and common principal component models
Cites Work
- A quantitative genetic model for growth, shape, reaction norms, and other infinite-dimensional characters
- Asymptotic theory for the principal component analysis of a vector random function: Some applications to statistical inference
- Uniform consistency of a class of regression function estimators for Banach-space valued random variables
- No effect and lack-of-fit permutation tests for functional regression
- Principal components analysis of sampled functions
- Exponential inequalities for sums of random vectors
- Simultaneous non-parametric regressions of unbalanced longitudinal data
- The functional nonparametric model and applications to spectrometric data
- Linear processes in function spaces. Theory and applications
- Applied functional data analysis. Methods and case studies
- Functional data analysis.
- Autoregressive Forecasting of Some Functional Climatic Variations
- Nonparametric Mixed Effects Models for Unequally Sampled Noisy Curves
- Inference for Density Families Using Functional Principal Component Analysis
- Principal component models for sparse functional data
- Nonparametric Regression Analysis of Longitudinal Data
- Functional Quasi-Likelihood Regression Models with Smooth Random Effects
- Principal Modes of Variation for Processes with Continuous Sample Curves
- Nonparametric models for functional data, with application in regression, time series prediction and curve discrimination
- Functional Data Analysis for Sparse Longitudinal Data