Skip to main content
. Author manuscript; available in PMC: 2016 Mar 31.
Published in final edited form as: J Comput Graph Stat. 2014 Mar 13;24(1):183–204. doi: 10.1080/10618600.2014.889023

Table 1.

The numbers are the mean CPU times for different tuning parameter values and 20 replications, with median absolute deviations in parentheses (in second). Direct: direct computation. Gibbs sampler: the regular Gibbs sampler; TMG: the Gibbs sampler proposed by Pakman and Paninski (2012) via the R package "tmg"; Proposed Approximation: the approximation approach proposed in our manuscript

Method CPU time in seconds
Direct 3310.21 (199.95)
Gibbs sampler 46.17 (1.51)
TMG 303.94 (11.05)
Proposed Approximation 0.04 (0.03)