7.10.6.5. 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.

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)

__init__(mc_object, results_table, q_crit, reject=None, meandiffs=None, std_pairs=None, confint=None, df_total=None, reject2=None, variance=None)[source]¶

Methods

__init__(mc_object, results_table, q_crit[, ...])
plot_simultaneous([comparison_name, ax, ...])	Plot a universal confidence interval of each group mean
summary()	Summary table that can be printed