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. 2015 Nov 9;17(2):320–333. doi: 10.1093/biostatistics/kxv046

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© The Author 2015. Published by Oxford University Press. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.

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Fig. 2. — Simulated and fitted intensity function for a randomly selected simulation for each model: (a) Strong clustering, (b) Weaker clustering, and (c) No clustering. Each simulated dataset had 26 subjects. The top panel represents the true intensity function (solid line) and the estimated intensity function (dashed line). The gray lines are the 10% and 90% pointwise credible intervals. The height of the peaks is . The width of the peaks is The peak center locations make up . The second panel shows the posterior distributions of the estimated cluster centers.

Inline graphic — Simulated and fitted intensity function for a randomly selected simulation for each model: (a) Strong clustering, (b) Weaker clustering, and (c) No clustering. Each simulated dataset had 26 subjects. The top panel represents the true intensity function (solid line) and the estimated intensity function (dashed line). The gray lines are the 10% and 90% pointwise credible intervals. The height of the peaks is . The width of the peaks is The peak center locations make up . The second panel shows the posterior distributions of the estimated cluster centers.