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I am investigating the Fama and French model using a Bayesian selection procedure laid out by Barillas and Shanken (2018). When I plot the cumulative probabilities of each factor, I notice that for both HML and SMB these probabilities decrease sharply. What is a possible explanation for this effect? Is it due to the dot-com bubble? If so why?

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