Table 3.
Conditional logit (n = 1201) | Mixlogit (n = 1201) | Excluding respondents with the incorrect dominant task (n = 1125) | Excluding respondents with incorrect repeat tasks (n = 921) | |||||
---|---|---|---|---|---|---|---|---|
Estimated mean | ||||||||
Coefficient | SE | Coefficient | SE | Coefficient | SE | Coefficient | SE | |
Duration | 0.42498* | 0.01651 | 0.62556* | 0.02374 | 0.44990* | 0.01708 | 0.45319* | 0.01932 |
Pain × duration | ||||||||
2 | − 0.04755* | 0.00467 | − 0.07674* | 0.00652 | − 0.04970* | 0.00491 | − 0.05360* | 0.00544 |
3 | − 0.15251* | 0.00741 | − 0.22764* | 0.01165 | − 0.15990* | 0.00772 | − 0.16127* | 0.00872 |
Eating × duration | ||||||||
2 | − 0.01790* | 0.00473 | − 0.04454* | 0.00677 | − 0.01899* | 0.00491 | − 0.01680* | 0.00541 |
3 | − 0.09725* | 0.00631 | − 0.15240* | 0.00985 | − 0.10110* | 0.00660 | − 0.09823* | 0.00727 |
Irritability × duration | ||||||||
2 | − 0.04411* | 0.00480 | − 0.05422* | 0.00694 | − 0.04621* | 0.00503 | − 0.05311* | 0.00563 |
3 | − 0.08685* | 0.00489 | − 0.12119* | 0.00717 | − 0.09058* | 0.00508 | − 0.09479* | 0.00567 |
Talking × duration | ||||||||
2 | − 0.02063* | 0.00460 | − 0.03649* | 0.00642 | − 0.02169* | 0.00466 | − 0.02120* | 0.00538 |
3 | − 0.07238* | 0.00460 | − 0.11829* | 0.00733 | − 0.07461* | 0.00471 | − 0.07518* | 0.00537 |
Estimated standard distribution | ||||||||
Coefficient | SE | |||||||
Pain × duration | ||||||||
2 | 0.07093 | 0.01096 | ||||||
3 | 0.18129 | 0.01007 | ||||||
Eating × duration | ||||||||
2 | 0.00166 | 0.02126 | ||||||
3 | 0.12034 | 0.00880 | ||||||
Irritability × duration | ||||||||
2 | − 0.06007 | 0.01376 | ||||||
3 | 0.07044 | 0.01085 | ||||||
Talking × duration | ||||||||
2 | 0.01438 | 0.02208 | ||||||
3 | 0.09194 | 0.00993 | ||||||
Estimation statistics | ||||||||
Log likelihood | − 7653.3449 | − 7420.2924 | − 7105.3156 | − 5805.4867 | ||||
AIC | 15,324.69 | 14,874.58 | 14,228.65 | 11,628.97 | ||||
BIC | 15,397.47 | 15,012.06 | 14,300.84 | 11,699.36 |
AIC Akaike information criterion, BIC Bayesian information criterion, SE standard error
*Significant coefficients at p < 0.001 level