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The final dataset used in our analysis contained 96,448 records of medical services, with a missing rate of 10% (n=11,264 missing values), a quite low missing rate for a 24-month prospective cohort study.
Therefore, only the genes with missing rates less than a threshold r0 are reused, where r0 is set as the average missing rate of all genes containing missing values, i.e., (13) r 0 = ∑ i = 1 m - m 1 c i (m - m 1 ) × n By a similar argument as for the shrinkage LLSimpute, we apply the shrinkage estimator to SLLSimpute.
For example, the missing rate of MIF is 33.3% for m = 3.
Figure 8 Fault missing rate of SSC-DM-CRC and MSC-DM-CRC.
For a specified n, the sum of probabilities for all bars in Figure 7 correspond to the fault missing rate of SSC in Figure 8, and the sum of probabilities for 2-6 congruentve congruent samples correspond to the fault missing rate of MSC with N = 2.
Because of the rapid occurrences of large events of M6.5, M6.4, and M7.3 within a short period of time (Table 4), the missing rate of small earthquakes is not negligible soon after these occurrences.
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D3S1304 and D3S1580 were excluded, as missing rates of the two markers for the above 4 populations were much greater than our tolerance of 40%.
We adopted the settings of the missing rates of Jung et al. for comparison purposes.
Returned questionnaires with items missing rates of 20%% or more were rejected, leaving 1379 to be included for statistical analysis.
The data were randomly selected with missing rates of 5%, 10 %, 15, and 20% from the totandof 20% × 6 = 1620 SNPs.
However, the missing rates of the other items were comparably lower than the ones encountered during the translation and validation of the same instrument in other populations [ 16– 16].
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