scipy.stats._result_classes.EmpiricalDistributionFunction#

class scipy.stats._result_classes.EmpiricalDistributionFunction(q, p, n, d, kind)[source]#

An empirical distribution function produced by scipy.stats.ecdf

Attributes:
quantilesndarray

The unique values of the sample from which the EmpiricalDistributionFunction was estimated.

probabilitiesndarray

The point estimates of the cumulative distribution function (CDF) or its complement, the survival function (SF), corresponding with quantiles.

Methods

confidence_interval([confidence_level, method])

Compute a confidence interval around the CDF/SF point estimate

evaluate(x)

Evaluate the empirical CDF/SF function at the input.

plot([ax])

Plot the empirical distribution function