SciPy.stats Sub-Module

A SciPy.stats Sub-Module is a SciPy sub-module that implements statistical subroutines.

• Context:
  • It can be used to implement a Two-Sample t-Test System.
• Example(s):
  • SciPy.stats v0.18.0[1].
  • SciPy.stats v0.9.0[2].
  • …
• Counter-Example(s):
  • scipy.cluster, implements hierarchical clustering, vector quantization, K-means.
  • scipy.fftpack, a Discrete Fourier Transform systems.
  • scipy.integrate, a numerical integration systems.
  • …
• See: SciKit Learn.

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References

2017

• http://docs.scipy.org/doc/scipy/reference/stats.html
  • QUOTE: This module contains a large number of probability distributions as well as a growing library of statistical functions.

2011

• https://docs.scipy.org/doc/scipy-0.18.1/reference/release.0.9.0.html
  • QUOTE: Many functions in scipy.stats that are either available from numpy or have been superseded, and have been deprecated since version 0.7, have been removed: std, var, mean, median, cov, corrcoef, z, zs, stderr, samplestd, samplevar, pdfapprox, pdf_moments and erfc. These changes are mirrored in scipy.stats.mstats.

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