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Applied Mathematics

部分线性单指标变系数空间自回归模型

Partially linear single-index varying coefficient spatial autoregressive models

A statistical model that combines spatial autoregression with nonparametric single-index and varying coefficient structures to analyze spatial data with nonlinear relationships. / 一种结合了空间自回归与非参数单指标及变系数结构的统计模型,用于分析具有非线性关系的空间数据。

Knowledge type
数学理论
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Turkey Farm member
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农场主
Last updated
2026-11-10 16:06:43
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Main parameters and performance indicators

Spatial autoregressive coefficient: Parameter for spatial dependenceSingle-index function: Nonlinear transformation of predictorsVarying coefficient functions: Coefficients that change with covariates

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Calibrated penalty based variable selection for partially linear single-index varying coefficient spatial autoregressive modelsOpen source

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automated knowledge publish农场主2026-11-10 16:06:43

Record title: Partially linear single-index varying coefficient spatial autoregressive models.