Missing Values in Logistic Regression

[jinc]

Hello,

I have a dataset of 150000 observations and it has a variable named income out of which 29731 are missing for the variable income. What could be the possible way to deal with these missing values where the model is a logistic regression model. 

[Reeza]

Imputation. 

Look at PROC MI.