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Table 12 Proportions of errors, outliers, missing and valid values in ArrDelay in AirOnTime87to12 data

From: Exploring and cleaning big data with random sample data blocks

Category True value Summary of RSP-based proportions
Mean ± StdDev 5th percentile 50th percentile 95th percentile
Errors 0 0 ± 0 0 0 0
Outliers 0.07903821 0.07931381 ± 0.00185624 0.07680381 0.07920513 0.08183604
Missing values 0.02047453 0.02039184 ± 0.00111821 0.01903729 0.02016446 0.02201047
Valid values 0.90048725 0.9002944 ± 0.00227722 0.8977497 0.9003487 0.9037174
  1. RSP-based proportions were calculated from a sample of RSP blocks (\(g=10\))