A Box-Cox Power Transformation allows you to transform data to match a normal distribution. It is not a guarantee of normality. It is a quick way of transforming data to better fit a control chart.
Non-parametric tests are used when standard assumptions are not available. These tests don’t rely on distributions, often ...