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. 2012 Jun 13;9:3. doi: 10.1186/1742-7622-9-3

Table 3.

Performance of methods for regression of (continuous) distress at Wave II with missing dieting indicator

% complete data
Method
Diet (β1 = −0.101)
Distress (β2 = 0.554)
Health (β6 = 0.042)
    Bias SE StdBias Coverage Bias SE StdBias Coverage Bias SE StdBias Coverage
90%
CCA
0.001
0.067
0.019
94.2%
−0.006
0.036
−0.154
94.9%
−0.001
0.032
−0.020
95.1%
 
MVNI-skew0
0.005
0.065
0.074
94.6%
0.001
0.034
0.020
94.7%
−0.001
0.030
−0.043
95.3%
75%
CCA
−0.001
0.075
−0.014
95.0%
−0.014
0.040
−0.360
94.9%
<0.001
0.036
0.009
95.5%
 
MVNI-skew0
0.008
0.070
0.119
96.1%
<0.001
0.034
0.013
95.2%
−0.001
0.030
−0.042
95.6%
50%
CCA
−0.006
0.097
−0.065
94.2%
−0.028
0.049
−0.577
91.8%
0.004
0.047
0.086
94.6%
 
MVNI-skew0
0.014
0.080
0.175
95.6%
0.001
0.034
0.032
94.6%
<0.001
0.030
−0.002
96.3%
25%
CCA
−0.011
0.147
−0.076
94.6%
−0.043
0.072
−0.603
91.9%
−0.001
0.071
−0.014
94.3%
 
MVNI-skew0
0.018
0.104
0.172
96.1%
<0.001
0.034
−0.009
93.6%
−0.002
0.030
−0.071
94.2%
10%
CCA
−0.020
0.250
−0.081
95.8%
−0.053
0.118
−0.452
92.2%
0.009
0.120
0.077
94.7%
  MVNI-skew0 0.011 0.149 0.071 95.0% −0.001 0.035 −0.042 95.9% <0.001 0.031 −0.014 95.4%

Measures of performance are mean values in the estimation of the β parameters from Equation 1 across the 1000 simulated datasets of 1000 observations (compared to the true values from the synthetic population of 971,327). CCA = Complete Case Analysis; MVNI = Multivariate normal imputation; StdBias = standardised bias; SE = average (estimated) standard error across the 1000 datasets.