Semiparametric partially linear regression models for functional data
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Publication:447615
DOI10.1016/j.jspi.2012.03.004zbMath1253.62031OpenAlexW1987032432MaRDI QIDQ447615
Publication date: 4 September 2012
Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.jspi.2012.03.004
asymptotic normalitylongitudinal datafunctional datasemiparametric partially linear regression models
Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Linear regression; mixed models (62J05)
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Asymptotic normality of DHD estimators in a partially linear model, Uniform consistency of \(k\mathrm{NN}\) regressors for functional variables, Functional analysis of variance for Hilbert-valued multivariate fixed effect models
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Cites Work
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- Single and multiple index functional regression models with nonparametric link
- Penalized quadratic inference functions for single-index models with longitudinal data
- Additive prediction and boosting for functional data
- Methodology and convergence rates for functional linear regression
- Asymptotic theory of nonlinear least squares estimation
- Estimation and testing in a partial linear regression model under long-memory dependence
- Partial functional linear regression
- Covariate adjusted functional principal components analysis for longitudinal data
- Generalized functional linear models
- Nonparametric time series prediction: A semi-functional partial linear modeling
- Functional data analysis.
- Semi-functional partial linear regression
- Nonparametric functional data analysis. Theory and practice.
- Cross-validated estimations in the single-functional index model
- Forecasting Pollen Concentration by a Two-Step Functional Model
- Semiparametric Regression for Clustered Data Using Generalized Estimating Equations
- Semiparametric Models for Longitudinal Data with Application to CD4 Cell Numbers in HIV Seroconverters
- Generalized Functional Linear Models With Semiparametric Single-Index Interactions
- Functional quadratic regression
- On Properties of Functional Principal Components Analysis
- Functional Modelling and Classification of Longitudinal Data*
- New Estimation and Model Selection Procedures for Semiparametric Modeling in Longitudinal Data Analysis
- Functional Data Analysis for Sparse Longitudinal Data