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    On assessing predictors importance in a small sample

    Good evening. My question regards the "best" and correct way of finding out which predictors are best for determining an outcome of interest. I currently have a very small sample (45 patients), a number of continuous variables (20) describing patients hearts' characteristics and a three-levels...