Robust functional sliced inverse regression
From MaRDI portal
Publication:513702
DOI10.1007/s00362-015-0695-xzbMath1394.62049OpenAlexW596619383MaRDI QIDQ513702
Jianjun Zhou, Guochang Wang, Min Chen, Wu-qing Wu
Publication date: 7 March 2017
Published in: Statistical Papers (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s00362-015-0695-x
Nonparametric regression and quantile regression (62G08) Factor analysis and principal components; correspondence analysis (62H25) Asymptotic properties of nonparametric inference (62G20) Nonparametric robustness (62G35)
Related Items (11)
Dimension reduction in functional regression with categorical predictor ⋮ On linear regression models in infinite dimensional spaces with scalar response ⋮ Weight fused functional sliced average variance estimation ⋮ Functional sufficient dimension reduction based on weighted method ⋮ Selected statistical methods of data analysis for multivariate functional data ⋮ Robust dimension reduction using sliced inverse median regression ⋮ Estimation for functional linear semiparametric model ⋮ Functional test for high-dimensional covariance matrix, with application to mitochondrial calcium concentration ⋮ Dimension reduction for functional regression with a binary response ⋮ Sliced inverse regression method for multivariate compositional data modeling ⋮ Functional sufficient dimension reduction for functional data classification
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Efficient and fast estimation of the geometric median in Hilbert spaces with an averaged stochastic gradient algorithm
- Functional contour regression
- Series expansion for functional sufficient dimension reduction
- Inference for functional data with applications
- Robust functional principal components: a projection-pursuit approach
- Methodology and theory for partial least squares applied to functional data
- Variable selection in infinite-dimensional problems
- Analysis of AneuRisk65 data: warped logistic discrimination
- Single and multiple index functional regression models with nonparametric link
- A partitioned single functional index model
- Prediction in functional linear regression
- Dimension reduction in functional regression using mixed data canonical correlation analysis
- Robust dimension reduction based on canonical correlation
- Dimension reduction in functional regression with applications
- Consistency of restricted maximum likelihood estimators of principal components
- On hybrid methods of inverse regression-based algorithms
- The functional nonparametric model and applications to spectrometric data
- Applied functional data analysis. Methods and case studies
- Functional \(k\)-means inverse regression
- Robust functional linear regression based on splines
- On the Stahel-Donoho estimator and depth-weighted means of multivariate data.
- Kernel regression with functional response
- Inverse regression for longitudinal data
- Functional CLT of eigenvectors for large sample covariance matrices
- Functional projection pursuit regression
- Functional data analysis.
- Semi-functional partial linear regression
- Nonparametric functional data analysis. Theory and practice.
- Functional outlier detection with robust functional principal component analysis
- Most-predictive design points for functional data predictors
- Robust, Adaptive Functional Regression in Functional Mixed Model Framework
- A note On outlier sensitivity of Sliced Inverse Regression
- Robust functional estimation using the median and spherical principal components
- Sliced Inverse Regression for Dimension Reduction
- Functional sliced inverse regression analysis
- Likelihood-Based Sufficient Dimension Reduction
- Functional quadratic regression
- Influence Functions for Sliced Inverse Regression
- Achieving near Perfect Classification for Functional Data
This page was built for publication: Robust functional sliced inverse regression
