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Poisson random fields for dynamic feature models

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Figure

Figure 1: Evolution of mutant sites over time in the pre-limiting PRF model. The bluecircles indicate mutations arising at a new site.
Figure 2: Left: underlying feature probabilities over time. Right: corresponding featureallocation matrices.Rows represent objects and columns features, which can be active(blue) or inactive (white).
Figure 3: Scatterplot of the log feature probabilities greater than 1/K at time t0 = 0 andat time t1 = 1 to compare the fixed-K (K = 1000) and infinite model.
Figure 4: Fixed-K approximation. Top-Left: Subset of true feature allocation matrices vsinferred ones
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