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Deep neural networks for variable selection of higher-order nonparametric spatial autoregressive model

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Publication:6643230
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DOI10.1007/s11222-024-10500-xMaRDI QIDQ6643230

Yunquan Song, Jie Li, Ling Jian

Publication date: 26 November 2024

Published in: Statistics and Computing (Search for Journal in Brave)



zbMATH Keywords

variable selectiondeep neural networkshigher-order nonparametric spatial autoregressive modelnonparametric endogenous effect


Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Inference from spatial processes (62M30) Nonparametric regression and quantile regression (62G08) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Ridge regression; shrinkage estimators (Lasso) (62J07) Artificial neural networks and deep learning (68T07)








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