A robust spatial autoregressive scalar-on-function regression with \(t\)-distribution
From MaRDI portal
Publication:2036140
DOI10.1007/s11634-020-00384-wOpenAlexW3003897324MaRDI QIDQ2036140
Tingting Huang, Gilbert Saporta, Hui-Wen Wang, Shan-shan Wang
Publication date: 28 June 2021
Published in: Advances in Data Analysis and Classification. ADAC (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s11634-020-00384-w
EM algorithmspatial dependencespatial autoregressive modelfunctional linear model\(t\)-distributionFPCA
Directional data; spatial statistics (62H11) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10)
Related Items
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- GMM and 2SLS estimation of mixed regressive, spatial autoregressive models
- Methodology and theory for partial least squares applied to functional data
- Uniform convergence rates for nonparametric regression and principal component analysis in functional/longitudinal data
- Asymptotic theory for the principal component analysis of a vector random function: Some applications to statistical inference
- PLS regression on a stochastic process
- PLS classification on functional data
- Methodology and convergence rates for functional linear regression
- Smoothing splines estimators for functional linear regression
- Cokriging for spatial functional data
- Applied functional data analysis. Methods and case studies
- Statistical analysis of complex and spatially dependent data: a review of object oriented spatial statistics
- Functional concurrent linear regression model for spatial images
- Partial functional linear regression
- A comparison of testing methods in scalar-on-function regression
- Estimating a spatial autoregressive model with an endogenous spatial weight matrix
- Functional data analysis.
- Nonparametric functional data analysis. Theory and practice.
- Social Interactions, Local Spillovers and Unemployment
- Generalized Multilevel Functional Regression
- Statistical Methods for Spatial Data Analysis
- Functional mixture regression
- Cross-validated estimations in the single-functional index model
- Estimation Methods for Models of Spatial Interaction
- Principal component models for sparse functional data
- Generalized Linear Models with Functional Predictors
- On the estimation of functional random effects
- Hypothesis testing in functional linear models
- PCR and PLS for Clusterwise Regression on Functional Data
- Functional quadratic regression
- Continuously additive models for nonlinear functional regression
- Asymptotic Distributions of Quasi-Maximum Likelihood Estimators for Spatial Autoregressive Models
- Functional Adaptive Model Estimation
- Methods for Scalar‐on‐Function Regression
