statsmodels.graphics.plot_grids.scatter_ellipse¶
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statsmodels.graphics.plot_grids.
scatter_ellipse
(data, level=0.9, varnames=None, ell_kwds=None, plot_kwds=None, add_titles=False, keep_ticks=False, fig=None)[source]¶ Create a grid of scatter plots with confidence ellipses.
ell_kwds, plot_kdes not used yet
looks ok with 5 or 6 variables, too crowded with 8, too empty with 1
Parameters: data : array_like
Input data.
level : scalar, optional
Default is 0.9.
varnames : list of str, optional
Variable names. Used for y-axis labels, and if add_titles is True also for titles. If not given, integers 1..data.shape[1] are used.
ell_kwds : dict, optional
UNUSED
plot_kwds : dict, optional
UNUSED
add_titles : bool, optional
Whether or not to add titles to each subplot. Default is False. Titles are constructed from varnames.
keep_ticks : bool, optional
If False (default), remove all axis ticks.
fig : Matplotlib figure instance, optional
If given, this figure is simply returned. Otherwise a new figure is created.
Returns: fig : Matplotlib figure instance
If fig is None, the created figure. Otherwise fig itself.