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,optional Axes on which to draw the plot. Created if not provided.
- row_order
str,optional The method for ordering the rows. Must be one of ‘pattern’, ‘proportion’, or ‘raw’.
- column_order
str,optional The method for ordering the columns. Must be one of ‘pattern’, ‘proportion’, or ‘raw’.
- hide_complete_rowsbool,
optional If True, rows with no missing values are not drawn.
- hide_complete_columnsbool,
optional If True, columns with no missing values are not drawn.
- color_row_patternsbool,
optional If True, color the unique row patterns, otherwise use grey and white as colors.
- ax
- Returns:
FigureA figure containing a plot of the missing data pattern.