Revisiting bank profitability: A semi-parametric approach

► Semi-parametric bank profitability model. ► U.S. commercial banking sector. ► Non-parametric effects from macroeconomic and banking variables. ► The out of sample performance of the semi-parametric model is superior to that of the linear model. ► These results are of importance to policy makers in designing a macro-prudential framework.