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Proportions of significant random effects in ZIB models in Experiment 1.
| Model | Impression | Subject (%) | Face (%) | Subject or Face (%) |
|---|---|---|---|---|
| Bernoulli | Agreeableness | 7.8 | 6.7 | 7.6 |
| Conscientiousness | 8.1 | 0 | 6.2 | |
| Extraversion | 8.8 | 3.3 | 7.6 | |
| Neuroticism | 8.3 | 0 | 6.4 | |
| Openness | 6.1 | 0 | 4.7 | |
| Mean | 7.8 | 2.0 | 6.5 | |
| Beta | Agreeableness | 17.6 | 0 | 13.6 |
| Conscientiousness | 10.1 | 0 | 7.7 | |
| Extraversion | 11.8 | 3.3 | 9.8 | |
| Neuroticism | 10.4 | 0 | 7.9 | |
| Openness | 14.1 | 0 | 10.9 | |
| Mean | 12.8 | 0.6 | 10 |
