The multiple regression analysis assumptions are not met. What can I do?

I am performing a multiple regression analysis for my PhD and most of the assumptions are not met (non linear model, residuals are non normal and heteroscedastic). How much can I deviate from them...

26 January 2016 6,477 6 View