statsmodels.stats.proportion.proportions_chisquare_pairscontrol¶
-
statsmodels.stats.proportion.
proportions_chisquare_pairscontrol
(count, nobs, value=None, multitest_method='hs', alternative='two-sided')[source]¶ chisquare test of proportions for pairs of k samples compared to control
Performs a chisquare test for proportions for pairwise comparisons with a control (Dunnet’s test). The control is assumed to be the first element of
count
andnobs
. The alternative is two-sided, larger or smaller.- Parameters
- count{
int
, array_like} the number of successes in nobs trials.
- nobs
int
the number of trials or observations.
- prop
float
,optional
The probability of success under the null hypothesis, 0 <= prop <= 1. The default value is prop = 0.5
- multitest_method
str
This chooses the method for the multiple testing p-value correction, that is used as default in the results. It can be any method that is available in
multipletesting
. The default is Holm-Sidak ‘hs’.- alternative
str
in
[‘two-sided’, ‘smaller’, ‘larger’] alternative hypothesis, which can be two-sided or either one of the one-sided tests.
- count{
- Returns
- result
AllPairsResults
instance
The returned results instance has several statistics, such as p-values, attached, and additional methods for using a non-default
multitest_method
.
- result
Notes
Yates continuity correction is not available.
value
andalternative
options are not yet implemented.