Comparison of Distributional Means and Standard Deviation of Estimated Coefficients across Treatments
| Coefficients | Choice Matching | Discrete Choice Experiment | H0 (Null Hypothesis) | p-value |
|---|---|---|---|---|
| ωOPT_OUT,MEAN | 1.345 (0.677; 1.975) | 1.875 (1.037; 2.648) | ωOPT_OUT,MEAN,DCE≥ωOPT_OUT,MEAN,CMa | 0.802 |
| ωFAT_A,MEAN | 1.317 (1.004; 1.636) | 1.584 (1.002; 2.157) | ωFAT_A,MEAN,DCE≤ωFAT_A,MEAN,CMa | 0.252 |
| ωFAT_G,MEAN | 2.408 (1.897; 2.915) | 2.585 (1.795; 3.343) | ωFAT_G,MEAN,DCE≤ωFAT_G,MEAN,CMa | 0.376 |
| ωSALT_A,MEAN | 0.788 (0.479; 1.107) | 0.465 (0.048; 0.874) | ωSALT_A,MEAN,DCE≤ωSALT_A,MEAN,CMa | 0.845 |
| ωSALTT_A,MEAN | 1.573 (1.253; 1.880) | 1.645 (1.089; 2.170) | ωSALTT_A,MEAN,DCE≤ωSALT_A,MEAN,CMa | 0.419 |
| ωANT,MEAN | 0.866 (0.636; 1.093) | 0.879 (0.599; 1.185) | ωANT,MEAN,DCE≤ωANT,MEAN,CMa | 0.479 |
| ωPRICE,MEAN | −1.033 (−1.540; −0.674) | −1.556 (−2.988; −0.704) | ωPRICE,MEAN,DCE≤ωPRICE,MEAN,CMa | 0.754 |
| ωOPT_OUT,SD | 2.300 (1.674; 2.934) | 4.722 (3.184; 6.119) | ωOPT_OUT,SD,DCE≤ωOPT_OUT,SD,CMa | 0.007 |
| ωFAT_A,SD | 0.358 (0.031; 0.686) | 0.662 (0.289; 1.033) | ωFAT_A,SD,DCE≤ωFAT_A,SD,CMa | 0.156 |
| ωFT_G,SD | 0.671 (0.221; 1.144) | 1.975 (1.305; 2.625) | ωFT_G,SD,DCE≤ωFAT_G,SD,CMa | 0.005 |
| ωSALT_A,SD | 0.886 (0.506; 1.240) | 1.613 (1.050; 2.154) | ωSALT_A,SD,DCE≤ωSALT_A,SD,CMa | 0.363 |
| ωSALT_G,SD | 0.469 (0.106; 1.045) | 2.355 (1.603; 3.121) | ωSALT_G,SD,DCE≤ωSALT_G,SD,CMa | 0.001 |
| ωANT,SD | 0.922 (0.554; 1.727) | 2.603 (1.691; 3.416) | ωANT,SD,DCE≤ωANT,SD,CMa | 0.002 |
| ωPRICE,SD | 0.847 (0.470; 1.439) | 1.840 (0.533; 4.756) | ωPRICE,SD,DCE≤ωPRICE,SD,CMa | 0.203 |
| τ | 0.721 (0.462; 0.974) | 1.010 (0.627; 1.417) | τDCE≤τCMa | 0.845 |
Note: The comparison uses the test in Poe, Giraud, and Loomis (2005); 5% and 95% percentiles are in parentheses.