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Table 7 This table summarizes the number of candidate covariates retained at each stage of model development

From: Estimating the size of urban populations using Landsat images: a case study of Bo, Sierra Leone, West Africa

(1) Step

(2) Number of covariates

Initial data set

379

Use spectral transforms only

304

Remove redundant highly-correlated variables

159

MCMC best regression model

6