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Bayesian density regression and predictor-dependent clustering

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FIGURE 2.1: Results for the first simulation example. The left column provides trace plots for representative quantities, while the right panel shows the conditional distributions for two different values of x, as well as the mean function estimation along
FIGURE 2.2: Estimated predictive densities from the PPM (left panel) and the GPPM (right panel) at the 10th, 50th and 90th percentiles of the empirical distribution of x: posterior means (solid lines), pointwise 99% credible intervals (dashed lines), and t
FIGURE 2.3: Estimated predictive densities (solid lines) for gestational age at delivery at preselected values of DDE with 99% pointwise credible intervals (dashed lines).
FIGURE 2.4: The conditional predictive mean of gestational age at delivery (solid line) with 99% pointwise credible intervals (dotted lines).
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