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editorial
. 2019 Sep 18;5(3):167–173.

Table 1.

Summary of analysis results for 1000 simulated studies of before–after differences in copies per million cells, using four different analysis methods (see Box 2 and text)

Method Median estimated fold reduction Median absolute error (log10 scale) 95% CI coverage (%)* Power (%)
Input fixed at 1,000,000 cells. Copies counted exactly.
A. 0 copies reset to 1, paired t-test 2.03 0.29 27.1 81.9
B. Add 1 to copies, paired t-test 2.08 0.28 22.3 86.4
C. 0 copies treated as left-censored 2.66 0.18 77.1 87.5
D. Negative binomial regression 3.20 0.15 88.1 89.5
Input fixed at 1,000,000 cells. Copies measured with error.
A. 0 copies reset to 1, paired t-test 2.03 0.29 29.2 77.0
B. Add 1 to copies, paired t-test 2.11 0.28 25.6 83.4
C. 0 copies treated as left-censored 2.78 0.17 80.6 83.6
D. Negative binomial regression 3.30 0.15 87.4 85.8
Input varies from 500,000 to 1,500,000 cells. Copies counted exactly.
A. 0 copies reset to 1, paired t-test 2.01 0.30 24.5 75.7
B. Add 1 to copies, paired t-test 2.08 0.28 23.2 82.9
C. 0 copies treated as left-censored 2.71 0.17 76.6 85.7
D. Negative binomial regression 3.23 0.14 87.5 87.3
Input varies from 500,000 to 1,500,000 cells. Copies measured with error.
A. 0 copies reset to 1, paired t-test 2.00 0.30 26.0 72.3
B. Add 1 to copies, paired t-test 2.09 0.28 28.2 79.5
C. 0 copies treated as left-censored 2.77 0.16 81.6 81.7
D. Negative binomial regression 3.23 0.15 87.4 85.0

CI: confidence interval.

Each study includes N = 12 persons, and the true mean reduction in log(copies per million cells) corresponds to a fourfold reduction in copies per million cells.

*For CIs, the ideal value for coverage is 95%.