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Estimating missing values in China’s official socioeconomic statistics using progressive spatiotemporal Bayesian hierarchical modeling

Due to a large number of missing values, both spatially and temporally, China has not published a complete official socioeconomic statistics dataset at the county level, which is the country’s basic scale of official statistics data collection. We developed a procedure to impute the missing values u...

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Detalles Bibliográficos
Autores principales: Song, Chao, Yang, Xiu, Shi, Xun, Bo, Yanchen, Wang, Jinfeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6030081/
https://www.ncbi.nlm.nih.gov/pubmed/29968777
http://dx.doi.org/10.1038/s41598-018-28322-z