From: Evaluation of regression methods when immunological measurements are constrained by detection limits
 | Sample size of 200 | Sample size of 400 | Sample size of 1000 | ||||||
---|---|---|---|---|---|---|---|---|---|
% NDs | MI | TOBIT | Logit | MI | TOBIT | Logit | MI | TOBIT | Logit |
10% | 0.0050 | 0.0044 | 0.0358 | 0.0022 | 0.0022 | 0.0164 | 0.0008 | 0.0009 | 0.0063 |
30% | 0.0055 | 0.0050 | 0.0185 | 0.0022 | 0.0025 | 0.0089 | 0.0007 | 0.0010 | 0.0035 |
50% | 0.0055 | 0.0061 | 0.0195 | 0.0021 | 0.0030 | 0.0095 | 0.0006 | 0.0012 | 0.0037 |
70% | 0.0048 | 0.0092 | 0.0319 | 0.0018 | 0.0043 | 0.0147 | 0.0005 | 0.0017 | 0.0056 |