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Table 2 Summary statistics of V2 in HIGGS data

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

Stat True value Summary of RSP-based estimates
Mean ± StdDev 5th percentile 50th percentile 95th percentile
Mean 0.9914658 0.9916447 ± 0.001691498 0.9892427 0.9921890 0.9941837
StdDev 0.5653777 0.5657651 ± 0.002567618 0.5625647 0.5652471 0.5696894
Median 0.8533714 0.8531884 ± 0.001508743 0.8513674 0.8530054 0.8555858
MAD 0.4485073 0.4483536 ± 0.001575363 0.4464044 0.4482361 0.4509222
Skewness 1.758388 1.758561 ± 0.03039423 1.719768 1.753431 1.810040
Kurtosis 5.57178304 5.551798 ± 0.4035557 5.048026 5.532661 6.335199
  1. RSP-based estimates were calculated from a sample of RSP blocks (\(g=15\))