Table 3.
# of Groups | Hassles
|
|||||
---|---|---|---|---|---|---|
Intensity (n=1293) | Exposure (n=1313) | Summary (n=1313) | ||||
| ||||||
BIC | 2(ΔBIC) | BIC | 2(ΔBIC) | BIC | 2(ΔBIC) | |
1 | −2404.11 | - | −24063.55 | - | −15689.13 | - |
2 | −2220.06 | 368.10 | −17492.71 | 13141.68 | −15200.95 | 976.36 |
3 | −2185.75 | 68.62 | −15982.57 | 3020.28 | −15059.00 | 283.90* |
4 | −2168.92 | 33.66* | −15627.24 | 710.66 | False Convergence | |
5 | −2177.19 | −16.54 | −15384.23 | 486.02 | ||
6 | −15189.49 | 389.48 | ||||
7 | −15136.98 | 105.02 | ||||
8 | −14887.54 | 498.88 | ||||
9 | −14873.98 | 27.12 | ||||
10 | −14820.62* | 106.72 | ||||
11 | False Convergence |
# of Groups | Uplifts
|
|||||
---|---|---|---|---|---|---|
Intensity (n=1306) | Exposure (n=1313) | Summary (n=1311) | ||||
| ||||||
BIC | 2(ΔBIC) | BIC | 2(ΔBIC) | BIC | 2(ΔBIC) | |
1 | −2673.82 | - | −21842.53 | - | −17731.37 | - |
2 | −2242.32 | 863.00 | −17637.21 | 8410.64 | −17331.72 | 799.30 |
3 | −2134.31 | 216.02 | −16573.00 | 2128.42 | −17221.38 | 220.68 |
4 | −2123.68 | 21.26* | −16268.42 | 609.16 | −17184.97 | 72.82* |
5 | −2128.69 | −10.02 | −16034.52 | 467.8 | −17184.52 | .90 |
6 | −15879.26 | 310.52 | ||||
7 | −15752.24 | 254.04 | ||||
8 | −15683.78 | 136.92 | ||||
9 | −15645.42 | 76.72* | ||||
10 | −15645.06 | .72 |
Note. (ΔBIC) = BIC of the alternative (more complex) model – BIC of the null (simpler) model; 2(ΔBIC) higher than 10 indicates the alternative model is strongly favored (Jones et al, 2001)
Indicates model selected as “best fitting.”