The timing of time-dependent treatment—e.g.,when to perform kidney transplantation—is an important factor for evaluating treatment efficacy.A naive comparison between the treatment and nontreatment groups,while ignoring the timing of treatment,typically yields results that might biasedly favor the treatment group,as only patients who survive long enough will get treated.