modeling strategies

Big Data and Predictive Analytics

Shah ND, Steyerberg EW, Kent DM. Big Data and Predictive Analytics: Recalibrating Expectations. JAMA. 2018

On the importance of model calibration.

Linear regression and the normality assumption

Schmidt AF, Finan C. Linear regression and the normality assumption. Journal of Clinical Epidemiology. 2018;98:146-151.

Outcome transformations may change the target estimate and hence bias results.