With respect to differential privacy what should be the qlobal sensitivity for regression in non interactive mode?


I need to make a dataset differentially private on which regression, which in more general sense could be extended to learning any model, is to be performed. I need to calculate the global sensitivity for adding noise. How do I calculate global sensitivity in such cases.