Data

Fig 1

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.

微信图片_20181122114114

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

If you have intersested in this new datatset, please contact me.

Fig 2
Experiment flow.
Fig 6
Comparison of PST method with other mainstream estimation methods.
Validation of PST method with scatter plots.
FIG 5
Validation at the local space scale.

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