Estimation for functional linear semiparametric model
From MaRDI portal
Publication:2062413
DOI10.1007/s00362-020-01215-yzbMath1483.62076OpenAlexW3104170049MaRDI QIDQ2062413
Publication date: 27 December 2021
Published in: Statistical Papers (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s00362-020-01215-y
asymptotic distributionB-splinefunctional principal component analysisfunctional linear semiparametric model
Nonparametric regression and quantile regression (62G08) Factor analysis and principal components; correspondence analysis (62H25) Asymptotic distribution theory in statistics (62E20) Asymptotic properties of nonparametric inference (62G20) Functional data analysis (62R10)
Cites Work
- Unnamed Item
- Unnamed Item
- Robust functional sliced inverse regression
- Uniform convergence rates for nonparametric regression and principal component analysis in functional/longitudinal data
- Single and multiple index functional regression models with nonparametric link
- On prediction rate in partial functional linear regression
- Estimation in functional linear quantile regression
- Prediction in functional linear regression
- CLT in functional linear regression models
- Methodology and convergence rates for functional linear regression
- Additive regression and other nonparametric models
- A practical guide to splines
- Selected statistical methods of data analysis for multivariate functional data
- Local asymptotics for regression splines and confidence regions
- Partial functional linear quantile regression
- Partial functional linear regression
- Regularized partially functional quantile regression
- Functional data analysis.
- Estimation in semiparametric spatial regression
- Properties of principal component methods for functional and longitudinal data analysis
- Statistical inferences for functional data
- Estimation for semi-functional linear regression
- Functional Generalized Linear Models with Images as Predictors
- Generalized Partially Linear Single-Index Models
- Conditional Quantile Analysis When Covariates are Functions, with Application to Growth Data
- Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators
- B-spline estimation for semiparametric varying-coefficient partially linear regression with spatial data
- Functional Data Analysis for Sparse Longitudinal Data
- Partial Linear Regression Models for Clustered Data
