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
Type:array of boolean, True if we reject Null for group pair
meandiffs
Type:pairwise mean differences
confint
Type:confidence interval for pairwise mean differences
std_pairs
Type:standard deviation of pairwise mean differences
q_crit
Type:critical value of studentized range statistic at given alpha
halfwidths
Type: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