A practical illustration of the importance of realistic individualized treatment rules in causal inference

Oliver Bembom, Mark J. van der Laan

The effect of vigorous physical activity on mortality in the elderly is difficult to estimate using conventional approaches to causal inference that define this effect by comparing…