statsmodels.imputation.mice.MICEData.plot_missing_pattern¶
-
MICEData.
plot_missing_pattern
(ax=None, row_order='pattern', column_order='pattern', hide_complete_rows=False, hide_complete_columns=False, color_row_patterns=True)[source]¶ Generate an image showing the missing data pattern.
- Parameters
ax : AxesSubplot
Axes on which to draw the plot.
row_order : str
The method for ordering the rows. Must be one of ‘pattern’, ‘proportion’, or ‘raw’.
column_order : str
The method for ordering the columns. Must be one of ‘pattern’, ‘proportion’, or ‘raw’.
hide_complete_rows : bool
If True, rows with no missing values are not drawn.
hide_complete_columns : bool
If True, columns with no missing values are not drawn.
color_row_patterns : bool
If True, color the unique row patterns, otherwise use grey and white as colors.
- Returns
A figure containing a plot of the missing data pattern.