Table 3.
Bias of GRM estimates of latent trait scores averaged in the zero-inflation conditions.
True latent trait values |
|||||||
---|---|---|---|---|---|---|---|
Respondents | Items | Zero-inflation | |||||
500 | 5 | 0% | 0.08 | 0.03 | −0.02 | 0.06 | −0.12 |
10% | 0.99 | 0.55 | 0.23 | −0.08 | −0.48 | ||
25% | 1.66 | 1.06 | 0.51 | −0.05 | −0.66 | ||
25 | 0% | −0.07 | 0.00 | −0.01 | 0.00 | 0.01 | |
10% | 1.12 | 0.72 | 0.27 | −0.17 | −0.59 | ||
25% | 1.87 | 1.22 | 0.54 | −0.15 | −0.79 | ||
50 | 0% | −0.01 | 0.01 | 0.00 | 0.00 | 0.00 | |
10% | 1.27 | 0.79 | 0.28 | −0.22 | −0.70 | ||
1000 | 5 | 25% | 2.00 | 1.30 | 0.59 | −0.13 | −0.81 |
0% | 0.06 | 0.00 | 0.01 | −0.02 | −0.09 | ||
10% | 1.00 | 0.56 | 0.23 | −0.06 | −0.49 | ||
25% | 1.67 | 1.07 | 0.50 | −0.06 | −0.62 | ||
25 | 0% | −0.04 | −0.01 | 0.02 | −0.01 | 0.02 | |
10% | 1.13 | 0.70 | 0.27 | −0.17 | −0.57 | ||
25% | 1.85 | 1.22 | 0.53 | −0.15 | −0.78 | ||
50 | 0% | −0.02 | 0.00 | 0.00 | −0.01 | 0.00 | |
10% | 1.26 | 0.78 | 0.29 | −0.21 | −0.68 | ||
25% | 1.98 | 1.30 | 0.58 | −0.13 | −0.82 |