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statsmodels.sandbox.stats.multicomp.TukeyHSDResults
class statsmodels.sandbox.stats.multicomp.TukeyHSDResults(mc_object, results_table, q_crit, reject=None, meandiffs=None, std_pairs=None, confint=None, df_total=None, reject2=None, variance=None)
[source]-
Results from Tukey HSD test, with additional plot methods
Can also compute and plot additional post-hoc evaluations using this results class.
reject
-
array of boolean, True if we reject Null for group pair
meandiffs
-
pairwise mean differences
confint
-
confidence interval for pairwise mean differences
std_pairs
-
standard deviation of pairwise mean differences
q_crit
-
critical value of studentized range statistic at given alpha
halfwidths
-
half widths of simultaneous confidence interval
Notes
halfwidths is only available after call to
plot_simultaneous
.Other attributes contain information about the data from the MultiComparison instance: data, df_total, groups, groupsunique, variance.
Methods
plot_simultaneous
([comparison_name, ax, …])Plot a universal confidence interval of each group mean summary
()Summary table that can be printed
© 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.stats.multicomp.TukeyHSDResults.html