The decomposition of the overall effect a treatment into direct and indirect effects is here investigated with reference to recursive system binary random variables. We show how, for single mediator context, marginal measured on log odds scale can be written as sum plus residual term that vanishes under some specific conditions. then extend our definitions situations involving multiple mediator...