Expand description
Streaming Statistics
Structs§
- Biased
Standard Deviation - Returns the Biased Standard Deviation, which is the square root of the biased Variance, also known as the ‘Population Standard Deviation’
- Biased
Variance - Returns the Biased Variance, which is the Sum of the Squares (SST) scaled by 1/N (the current count)
- Max
- Streaming maximum function
- Mean
- Standard rolling average/mean of all the samples pushed into it.
- Min
- Streaming minimum function
- OneSecond
Windows - Summary
- Unbiased
Standard Deviation - Returns the Unbiased Standard Deviation, which is the square root of the unbiased Variance, also known as the ‘Sample Standard Deviation’
- Unbiased
Variance - Returns the Unbiased Variance, which is the Sum of the Squares (SST) scaled by 1/(N-1) (the last count)
- Unweighted
SumOf Squares - Unweighted sum of squares / Total Sum of Squares / SST using Chan, Golub, LeVeque’s algorithm in TR222 1.3b
Traits§
- Streaming
Statistic - A statistic type that can be incrementally calculated after each sample is added. Does not necessarily have to have the full set of data available to it, and as such, should be fast.