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
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.
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