Introduction We use linear or logistic regression technique for developing accurate models for predicting an outcome of interest. Often, we create separate models for separate segments. To judge their effectiveness, we even make use of segmentation methods such as CHAID or CRT. But, is that necessary ? Can’t we create a single model and enable it with some segmentation variable as an input to the