statsmodels.sandbox.stats.multicomp.TukeyHSDResults¶
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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.
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.
Attributes
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) Methods
plot_simultaneous
([comparison_name, ax, ...])Plot a universal confidence interval of each group mean summary
()Summary table that can be printed