Apparently they don’t:

»The performance of experts has been tested against actuarial tables to determine if they are better at making predictions than simple statistical models. Seventy years later, with more than two hundred experiments in different domains, it is clear that the answer is no.16 If supplied with an equal amount of data about a particular case, an actuarial table is as good, or better, than an expert at making calls about the future. Even if an expert is given more specific case information than is available to the statistical model, the expert does not tend to outperform the actuarial table.«

(Integrating Methodologists into Teams of Substantive Experts, via http://scottberkun.com/2015/paradox-of-expertise/)

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