- MICEData.plot_bivariate(col1_name, col2_name, lowess_args=None, lowess_min_n=40, jitter=None, plot_points=True, ax=None)¶
Plot observed and imputed values for two variables.
Displays a scatterplot of one variable against another. The points are colored according to whether the values are observed or imputed.
The variable to be plotted on the horizontal axis.
The variable to be plotted on the vertical axis.
A dictionary of dictionaries, keys are ‘ii’, ‘io’, ‘oi’ and ‘oo’, where ‘o’ denotes ‘observed’ and ‘i’ denotes imputed. See Notes for details.
Minimum sample size to plot a lowess fit
Standard deviation for jittering points in the plot. Either a single scalar applied to both axes, or a tuple containing x-axis jitter and y-axis jitter, respectively.
If True, the data points are plotted.
Axes on which to plot, created if not provided.