What Are Some Strategies to Address Assumption Violations?
Several strategies can be employed to address assumption violations. One approach is to use robust statistical methods that are less sensitive to assumption violations. Another strategy is to perform stratified analysis to control for confounders. Additionally, sensitivity analysis can assess how results change under different assumptions, providing a more comprehensive understanding of the data.
