Cancer studies often rely on observational data due to ethical and logistical constraints. For instance, it would be unethical to expose patients to potentially harmful treatments just to observe outcomes. IPW helps to address selection bias and confounding variables by assigning weights to each individual based on their probability of receiving a particular treatment. This ensures that the analysis accounts for the non-random assignment of treatments.
