satt comments on Open thread, Mar. 23 - Mar. 31, 2015 - Less Wrong Discussion
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Incidence of some cancers is described fairly well by a multistage model of carcinogenesis, which posits that a cell has to go through multiple pre-cancerous stages before it becomes a cancer. Suppose the model is true. If smoking accelerates the transition at multiple steps on the path to carcinogenesis, then smoking's effect on cumulative cancer incidence can be super-linear.
Not my clever idea, sadly, I got it from another paper.