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, pvalues=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)
pvalues
(adjusted p-values from the HSD test)
Methods
plot_simultaneous
([comparison_name, ax, …])Plot a universal confidence interval of each group mean
summary
()Summary table that can be printed
Methods
plot_simultaneous
([comparison_name, ax, …])Plot a universal confidence interval of each group mean
summary
()Summary table that can be printed