statsmodels.imputation.mice.MICEData.plot_imputed_hist

MICEData.plot_imputed_hist(col_name, ax=None, imp_hist_args=None, obs_hist_args=None, all_hist_args=None)

Display imputed values for one variable as a histogram.

Parameters:

• col_name (str) – The name of the variable to be plotted.

• ax (AxesSubplot) – An axes on which to draw the histograms. If not provided, one is created.

• imp_hist_args (dict) – Keyword arguments to be passed to pyplot.hist when creating the histogram for imputed values.

• obs_hist_args (dict) – Keyword arguments to be passed to pyplot.hist when creating the histogram for observed values.

• all_hist_args (dict) – Keyword arguments to be passed to pyplot.hist when creating the histogram for all values.

Return type:

The matplotlib figure on which the histograms were drawn