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. 2012 Nov 14;13:300. doi: 10.1186/1471-2105-13-300

Table 5.

Bias and RMSE in brackets from 1000 simulated datasets (generated from [14] with θh2 equal to 0.5)

  First component Second component Third component
Parameters
 EM-W
 Kim
 EM-W
 Kim
 EM-W
 Kim
p(0.585,
 -0.003
 0.000
 -0.008
 0.001
 0.010
 -0.000
0.1,0.315)
 (0.004)
 (0.003)
 (0.023)
 (0.003)
 (0.024)
 (0.004)
a0(0.3,
 0.002
 0.000
 0.003
 0.001
 0.001
 0.001
1,0.2)
 (0.013)
 (0.013)
 (0.010)
 (0.010)
 (0.010)
 (0.010)
a1(0.03,
 0.015
 0.001
 -0.236
 -0.002
 0.047
 0.003
1,0.02)
 (0.041)
 (0.036)
 (0.333)
 (0.037)
 (0.073)
 (0.035)
b1(0.06,
 0.014
 -0.000
 -0.308
 -0.001
 0.058
 0.001
0.9,0.01)
 (0.026)
 (0.021)
 (0.345)
 (0.023)
 (0.067)
 (0.025)
θ2(0.5,
 -0.034
 -0.000
 -0.006
 -0.001
 -0.021
 -0.000
0.5,0.5)
 (0.036)
 (0.006)
 (0.027)
 (0.015)
 (0.025)
 (0.009)
ρ(0.6
 0.020
 -0.000
 0.013
 -0.001
 0.023
 -0.001
0.6,0.6)
 (0.021)
 (0.007)
 (0.025)
 (0.017)
 (0.028)
 (0.009)
σ2(0.0,
 0.025
  
 0.014
  
 0.022
  
0.0,0.0)
 (0.026)
  
 (0.015)
  
 (0.023)
  
d2(0,
 0.000
  
 0.045
  
 0.042
  
0,0)
 (0.000)
  
 (0.095)
  
 (0.056)
  
 
 EM-W
 Kim
 Proportion
 
 Mean (RMSE) SD
 Mean (RMSE) SD
 (EM-W is not worse)
Error rate
 0.018 (0.019) 0.006
 0.016 (0.017) 0.004
 422/1000
Rand
 0.978 (0.023) 0.006
 0.980 (0.021) 0.005
 365/1000
Adjusted 0.955 (0.046) 0.012 0.959 (0.042) 0.011 363/1000