Research Article
Improved Expectation Maximization Algorithm for Gaussian Mixed Model Using the Kernel Method
Table 2
Simulation results for the case
,
and
.
|
Prior prob. | Bias, | ā | ā | | | | | | | | | | | | | | | | | | | | |
| 0.1 | 0.9 | | 0.010 | 0.001 | 0.010 | 0.007 | 0.033 | | 0.013 | 0.000 | 0.014 | 0.001 | 0.004 | 0.2 | 0.8 | 0.002 | 0.013 | | 0.013 | 0.002 | 0.022 | | 0.011 | 0.000 | 0.011 | 0.002 | 0.007 | 0.3 | 0.7 | | 0.014 | 0.002 | 0.014 | 0.004 | 0.017 | | 0.010 | 0.002 | 0.009 | 0.001 | 0.005 | 0.4 | 0.6 | 0.003 | 0.020 | | 0.020 | | 0.019 | | 0.012 | 0.000 | 0.009 | 0.001 | 0.005 |
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