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Table 1.

Missing completely at random test.

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Table 1 Expand

Table 2.

Absolute difference between missing rates as compared with ZERO rate of missing due to imputation method.

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Table 3.

Cronbach’s Alpha for Imputation Methods.

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Table 3 Expand

Table 4.

Eigenvalues for the first three components, through CIM, EM, and MI imputations methods, through different missing data ratios. : Eigenvalues for the first component, : the ratio between the first and the second components eigenvalues, : the ratio between the difference of the first and second eigenvalues and the difference of the second and third eigenvalues.

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Table 4 Expand

Table 5.

Cumulative total variance for components of imputation methods.

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Table 5 Expand

Fig 1.

Flowchart for the data generation and analysis method.

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Fig 1 Expand