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 : string

The name of the variable to be plotted.

ax : matplotlib axes

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.

Returns:

The matplotlib figure on which the histograms were drawn