Module reservoirs::utils

Basic utility functions, largely reinventing the wheel.

Functions

ad_dual	Anderson-Darling Two-Sample Test
bootstrap	Bootstrap a synthetic dataset from observed samples.
cdf	Estimate the cumulative distribution function (CDF) of a vector of observations.
cdf_bin	Estimate the cumulative distribution function (CDF) of a vector of observations x, binned into bins number of obs to preserve memory on large vectors.
cdf_dual	Appends one vector to another and generates the CDF of observations.
cdf_from_pmf	Returns the cdf given a pmf, implementing a cumulative sum over f64 values.
cdf_rng	take the cdf of observations over a range of discrete values
convo	Convolve frequency distributions along an index of values.
index_f64	Produce integer-like index of f64 values from generic range.
low_point	Calculates the low point along y and returns the value of x at the low point.
mean	Calculate the mean of a slice of f64 values.
median	Calculate the median of a slice of f64 values.
pmf_from_cdf	pmf from observations
quantile	Calculate the value of the CDF of obs at a given threshold thresh. Called by quantiles.
quantiles	Calculate the quantiles for a box-and-whisker plot (2.5%, 25%, 50%, 75%, 97.5%).
read_f64	Read data from csv file.
record	Write statistical results to csv file.