Deep neural networks for variable selection of higher-order nonparametric spatial autoregressive model
type: Item
instance of: scholarly article
title: Deep neural networks for variable selection of higher-order nonparametric spatial autoregressive model
author: Jie Li
author: Yunquan Song
author: Ling Jian
published in: Statistics and Computing
publication date: 2024-11-26T00:00:00Z
Mathematics Subject Classification ID: 62-08
Mathematics Subject Classification ID: 62M30
Mathematics Subject Classification ID: 62G08
Mathematics Subject Classification ID: 62J07
Mathematics Subject Classification ID: 62M10
Mathematics Subject Classification ID: 68T07
zbMATH DE Number: 7949299
zbMATH Keywords: variable selection
zbMATH Keywords: higher-order nonparametric spatial autoregressive model
zbMATH Keywords: nonparametric endogenous effect
zbMATH Keywords: deep neural networks
MaRDI profile type: Publication
cites work: Nonlinear Variable Selection via Deep Neural Networks
cites work: Q3267900
cites work: Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
cites work: Inference on higher-order spatial autoregressive models with increasingly many parameters
cites work: Ridge Regression: Applications to Nonorthogonal Problems
cites work: Multilayer feedforward networks are universal approximators
cites work: Sieve IV estimation of cross-sectional interaction models with nonparametric endogenous effect
cites work: Variable selection of higher-order partially linear spatial autoregressive model with a diverging number of parameters
cites work: Some Comments on C P
cites work: Estimating the dimension of a model
cites work: Q4864293
cites work: Shrinkage estimation of the linear model with spatial interaction
cites work: Variable selection for spatial autoregressive models with a diverging number of parameters
cites work: Error bounds for approximations with deep ReLU networks
cites work: Deep learning for the partially linear Cox model
cites work: The Adaptive Lasso and Its Oracle Properties
DOI: 10.1007/S11222-024-10500-X
description: scientific article; zbMATH DE number 7949299