  Pearl’s program has developed into a far-reaching campaign to rehabilitate causality in statistical thinking. We shall not discuss this topic here. For one thing, this survey omits probabilistic reasoning in AI. For another, Pearl’s views on causality are systematically and comprehensively presented in a recent book-length study,  Pearl 2000.