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Table 2 Run time (in hours) for each model

From: Bayesian variable selection for high-dimensional data with an ordinal response: identifying genes associated with prognostic risk group in acute myeloid leukemia

Prior

Model II

Model III

Model IV

\(\pi _j=0.50\)

6.01

5.33

3.17

\(\pi _j=0.05\)

5.37

5.44

2.93

\(\pi _j\sim {\text {Beta}}(1,19)\)

5.40

5.33

3.02

\(\pi _j\sim {\text {Beta}}(0.01,0.19)\)

6.58

6.53

3.54

  1. Model I does not include the variable selection indicators hence there was no prior for \(\pi _j\). The run time for Model I was 2.1739 h
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BMC Bioinformatics

ISSN: 1471-2105

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