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. Author manuscript; available in PMC: 2012 Jan 1.
Published in final edited form as: Neuroimage. 2010 Aug 1;54(1):290–302. doi: 10.1016/j.neuroimage.2010.07.050
Algorithm 1 Collapsed Gibbs sampling for our HDPM model
1: Initialization assign all the points as one cluster.
2: repeat
3: step1: sample bundle indicator cji using Eq (10).
4: step2: sample voxel and orientation index Wji using Eq (5).
5: step3: sample β using the approach proposed in (Teh et al., 2006).
6: step4 (optional): sample concentration parameters α and γ using the approach proposed in (Teh et al., 2006).
7: until converge or exceed the maximum iteration number