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What dictates income in New York City? SHAP analysis of income estimation based on Socio-economic and Spatial Information Gaussian Processes (SSIG)

Income inequality presents a key challenge to urban sustainability across the developed economies. Traditionally, accurate high granularity income data are generally obtained from field surveys. However, due to privacy considerations, field subjects are hesitant to provide accurate personal income d...

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Detalles Bibliográficos
Autores principales: Bai, Ruiqiao, Lam, Jacqueline C. K., Li, Victor O. K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Palgrave Macmillan UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9930030/
https://www.ncbi.nlm.nih.gov/pubmed/36818038
http://dx.doi.org/10.1057/s41599-023-01548-7