Re-exports§
pub use rand;
Structs§
- Bootstrap
- CDF
- ECDF statistic constructor.
- Dagostino
Pearson - Dagostino
Pearson Result - EmpiricalCDF
- Empirical Cumulative Distribution Function (ECDF).
- Flipper
- Flipper
Iter - Fourth
Cumulant - Fourth cumulant (κ₄ = μ₄ - 3μ₂²) — numerator for excess kurtosis.
- Interval
- Statistical interval with optional estimate and confidence level.
- Jackknife
- KSTest
- Kolmogorov-Smirnov goodness-of-fit test against the standard normal distribution.
- Kurtosis
- Sample excess kurtosis (fourth standardized cumulant).
- Mean
- Computes component-wise arithmetic mean using Kahan summation to minimize floating-point error accumulation. This is critical when:
- Mean
Test - Permutation test for the hypothesis about the population mean.
- Multiply
Flip - Multiplicative flip strategy (fallback for non-IEEE types)
- Quantile
- Discrete quantile estimator (inverse ECDF).
- Quantile
Interval - Quantile interval estimator (e.g., IQR, 95% interval).
- SE
- Bootstrap/Jackknife standard error estimator.
- SEMean
- Standard Error of the Mean (SEM).
- Sample
- Shuffle
- Sign
BitFlip - Default sign-flipping strategy for IEEE 754 floats using bit manipulation
- Skewness
- Sample skewness (third standardized moment).
- Studentized
- Studentized statistic for hypothesis testing: t = (θ̂ - θ₀) / SE(θ̂)
- Studentized
Bootstrap - Subsample
- Test
Result - Result of the permutation test.
- Third
Cumulant - Third cumulant (κ₃ = μ₃) — numerator for skewness computation.
- Variance
- Variance
Test - Permutation test for the hypothesis about the population variance.
Enums§
- Interval
Style - Sampling
Mode - Subsampling strategy selector