Attributes | Class Size | Overall model (1-class model) | Segmentation model (2-class model) | ||||||||
Low environm. awareness | high environmental awareness | ||||||||||
0.808 | 0.193 | ||||||||||
coeff. | s.e. | z-value | coeff. | s.e. | z-value | coeff. | s.e. | z-value | t-comp | ||
Buidling density | Low | 0.17** | 0.06 | 2.79 | 0.25** | 0.07 | 3.43 | −0.59 | 0.83 | −0.71 | 1.00 |
| Mid | −0.06 | 0.06 | −0.88 | −0.03 | 0.07 | −0.39 | −0.27 | 0.40 | −0.67 | 0.59 |
| High | −0.11* | 0.06 | −1.82 | −0.22** | 0.07 | −2.98 | 0.86 | 0.66 | 1.29 | −1.61* |
Quality of green | Poor | −0.13* | 0.06 | −1.99 | −0.16** | 0.08 | −2.13 | 0.11 | 0.34 | 0.32 | −0.78 |
| Mid | −0.02 | 0.06 | −0.30 | −0.03 | 0.07 | −0.43 | −0.33 | 0.51 | −0.64 | 0.57 |
| High | 0.15** | 0.06 | 2.57 | 0.19** | 0.07 | 2.76 | 0.22 | 0.46 | 0.48 | −0.06 |
Central plaza | No centre | −0.07 | 0.06 | −1.09 | −0.06 | 0.07 | −0.77 | −0.31 | 0.31 | −0.99 | 0.79 |
| Centre: no shop | −0.03 | 0.06 | −0.44 | 0.01 | 0.07 | 0.18 | −0.34 | 0.46 | −0.76 | 0.77 |
| Centre with shop | 0.09 | 0.06 | 1.50 | 0.04 | 0.08 | 0.54 | 0.65 | 0.43 | 1.52 | −1.40 |
Infrastructure | Auto-oriented infrastr. | 0.12** | 0.04 | 3.10 | 0.17** | 0.05 | 3.38 | −0.42 (*) | 0.37 | −1.13 | 1.57* |
| Assembly parking | −0.12** | 0.04 | −3.10 | −0.17** | 0.05 | −3.38 | 0.42 (*) | 0.37 | 1.13 | −1.57* |
Public transport | Low frequency | −0.90*** | 0.07 | −13.00 | −0.91*** | 0.08 | −11.28 | −1.25* | 0.58 | −2.15 | 0.59 |
| Mid frequency | 0.35*** | 0.06 | 5.90 | 0.36*** | 0.07 | 5.17 | 0.40 | 0.34 | 1.19 | −0.12 |
| High frequency | 0.55*** | 0.06 | 9.24 | 0.55*** | 0.07 | 7.42 | 0.85* | 0.39 | 2.19 | −0.77 |
Technical installations | No technical solutions | −0.50*** | 0.04 | −11.50 | −0.44*** | 0.06 | −7.89 | −1.33** | 0.50 | −2.66 | 1.76* |
| Techical solutions | 0.50*** | 0.04 | 11.50 | 0.44*** | 0.06 | 7.89 | 1.33** | 0.50 | 2.66 | −1.76* |
Social structure | No mixed social structure | −0.16** | 0.04 | −3.84 | −0.14** | 0.05 | −2.93 | −0.43* | 0.24 | −1.83 | 1.20 |
| Mixed social structure | 0.16** | 0.04 | 3.84 | 0.14** | 0.05 | 2.93 | 0.43* | 0.24 | 1.83 | −1.20 |
Costs lin. | Costs linear | −0.09* | 0.05 | −1.85 | −0.10* | 0.06 | −1.82 | −0.05 | 0.26 | −0.20 | −0.20 |
None | Alternative A oder B chosen | 0.22 | 0.04 | 5.86 | 0.63*** | 0.11 | 5.55 | −0.99* | 0.46 | −2.13 | 3.39** |
| Alternative N/N chosen | −0.22 | 0.04 | −5.86 | −0.63*** | 0.11 | −5.55 | 0.99* | 0.46 | 2.13 | −3.39** |
Model for Classes |
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| Intersept |
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| 0.76** | 0.22 | 3.51 | −0.76** | 0.22 | −3.51 | 4.96** |
Covariates |
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| HK_Ecos |
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| −0.26** | 0.11 | −2.48 | 0.26** | 0.11 | 2.48 | −3.51** |
Models statistics | LL | −1078 |
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| Segmentations model: | −1036.29 |
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| BIC (based on L²) | −817.3 |
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| 2240.49 |
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| AIC (based on L²) | 733.4 |
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| 2128.59 |
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| R² | 0.187 |
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| 0.35 |
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| R²(0) | 0.217 |
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| 0.37 |
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