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What should logpdf multirow of observed rows return? #181

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leocasarsa opened this issue Nov 23, 2016 · 0 comments
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What should logpdf multirow of observed rows return? #181

leocasarsa opened this issue Nov 23, 2016 · 0 comments

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@leocasarsa
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Related to #116.

My current solution for computing logpdf_multirow(A_r1=42, A_r2 = 42):

  1. unincorporates r1 and r2 from the dataset, if they have been observed
  2. treat r1 and r2 as hypothetical and marginalize out the cluster assignments
  • (by computing logpdf_multirow(A_r1=42, z_r1=k1, A_r2 = 42, z_r2=k2) for all values of k1 and k2)
  1. reincorporate r1 and r2 to their original rows, with original latents
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