lisa.stats.series_mean_stats

lisa.stats.series_mean_stats(series, kind, confidence_level=0.95)

Compute the mean along with the a confidence interval based on the T-score.

Returns:

A tuple with:

0. The mean

1. The standard deviation, or its equivalent

2. The standard error of the mean, or its equivalent (Harmonic Standard Error, Geometric Standard Error).

3. The interval, as an 2-tuple of +/- values

Parameters:

• kind (str) – Kind of mean to use: * arithmetic * harmonic * geometric

• confidence_level (float) – Confidence level of the confidence interval.