Dataset overview
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Read the related Scientific Reports article.
China’s first complete socioeconomic official statistics dataset (county-level, 2002-2011)
We developed a sophisticated progressive spatiotemporal (PST) method and used it to estimate the missing values in China’s county-level official socioeconomic statistics. Our estimation covers the entire country for a 10-year period and includes 20 socioeconomic variables, which are listed as blow.
*MORE DETAILS: Chao Song, Xiu Yang, Xun Shi, Yanchen Bo, Jinfeng Wang: Estimating missing values in China’s official socioeconomic statistics using progressive spatiotemporal Bayesian hierarchical modeling. Scientific Reports 06/2018; 8(1)., DOI:10.1038/s41598-018-28322-z*
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Experiment flow.
Comparison of PST method with other mainstream estimation methods.
Validation of PST method with scatter plots.
Validation at the local space scale.