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_rowsbool
If True, rows with no missing values are not drawn.
- hide_complete_columnsbool
If True, columns with no missing values are not drawn.
- color_row_patternsbool
If True, color the unique row patterns, otherwise use grey and white as colors.
- ax
- Returns:
A
figure
containing
a
plot
of
the
missing
data
pattern.