statsmodels.sandbox.descstats.sign_test

statsmodels.sandbox.descstats.sign_test(samp, mu0=0) [source]

Signs test.

Parameters:
  • samp (array-like) – 1d array. The sample for which you want to perform the signs test.
  • mu0 (float) – See Notes for the definition of the sign test. mu0 is 0 by default, but it is common to set it to the median.
Returns:
Return type:

M, p-value

Notes

The signs test returns

M = (N(+) - N(-))/2

where N(+) is the number of values above mu0, N(-) is the number of values below. Values equal to mu0 are discarded.

The p-value for M is calculated using the binomial distrubution and can be intrepreted the same as for a t-test. The test-statistic is distributed Binom(min(N(+), N(-)), n_trials, .5) where n_trials equals N(+) + N(-).

See also

scipy.stats.wilcoxon

© 2009–2012 Statsmodels Developers
© 2006–2008 Scipy Developers
© 2006 Jonathan E. Taylor
Licensed under the 3-clause BSD License.
http://www.statsmodels.org/stable/generated/statsmodels.sandbox.descstats.sign_test.html