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From Regression Analysis to Deep Learning: Development of Improved Proxy Measures of State-Level Household Gun Ownership

In the absence of direct measurements of state-level household gun ownership (GO), the quality and accuracy of proxy measures for this variable are essential for firearm-related research and policy development. In this work, we develop two highly accurate proxy measures of GO using traditional regre...

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Detalles Bibliográficos
Autores principales: Gomez, David Benjamin, Xu, Zhaoyi, Saleh, Joseph Homer
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7733878/
https://www.ncbi.nlm.nih.gov/pubmed/33336203
http://dx.doi.org/10.1016/j.patter.2020.100154