Normality fallacy
An often observed fallacy in the biomedical sciences is the insistence on Normally distributed independent and dependent variables for linear regression to work. Paper reviews and the occasional reference in an applied statistics book will invoke non-normality of variables for casting doubt on results of linear regressions. The attached commentary explains why this is wrong: