Calculate statistics of a sequence iteratively in a single pass, using
constant space and avoiding numerical problems. The calculations can be
easily parallelized by using merge
.
This crate works without std
.
- Mean and its error.
- Variance, skewness, kurtosis.
- Arbitrary moments.
- Minimum and maximum.
- Quantile.
- Histogram.
The following optional features are available:
serde1
enables serialization, via Serde version 1.rayon
enables support forrayon::iter::FromParallelIterator
.
Rustc version 1.32 or greater is supported.
quantiles
: Provides quantile estimates with bounded error but using growing space.