Generalized Additive Spatial Smoothing (GASS): A Multiscale Regression Framework for Modeling Neighborhood Effects Across Spatial Supports

IF 3.2 2区 社会学 Q1 GEOGRAPHY Annals of the American Association of Geographers Pub Date : 2024-09-30 DOI:10.1080/24694452.2024.2401490
Taylor M. Oshan, Mengyu Liao
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Abstract

A new technique called generalized additive spatial smoothing (GASS) is introduced for modeling neighborhood effects within a regression framework. GASS has a number of desirable features, namely t...
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广义加性空间平滑(GASS):为跨空间支持的邻里效应建模的多尺度回归框架
本文介绍了一种名为广义加性空间平滑(GASS)的新技术,用于在回归框架内建立邻近效应模型。GASS 有许多可取的特点,即...
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来源期刊
CiteScore
8.40
自引率
7.70%
发文量
124
期刊介绍: The Annals of the American Association of Geographers was first published in 1911. It is recognized as the Association''s premier journal for major research articles for all fields of geography. To be accepted, a paper must adhere to a high standard of scholarship and make an important contribution to geographic knowledge. It should also be grounded in the relevant literature of the specialization it represents and, where appropriate, establish relationships to themes within the broader discipline. Contents may include invited essays, review articles, Presidential Addresses, and memorials.
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