Table 1.
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%.