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. 2020 Mar 11;29(4):1030–1048. doi: 10.1177/0962280220907625

Table 3.

Bias of GRM estimates of latent trait scores averaged in the zero-inflation conditions.


True latent trait values
Respondents Items Zero-inflation 2.5θ<1.5 1.5θ<0.5 0.5θ0.5 0.5<θ1.5 1.5<θ2.5
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