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 |