Multiple linear regression model: the impact of climate change on economic development (values in growth %)
| Model summary – GDP per capita % growth | ||||
|---|---|---|---|---|
| Model | R | R² | Adjusted R² | RMSE |
| aaaa | 0.0000 | 0.0000 | 0.0000 | 8.2420 |
| H0 | 0.8880 | 0.7880 | 0.7840 | 3.8350 |
| Model summary – GDP per capita % growth | ||||
|---|---|---|---|---|
| Model | R | R² | Adjusted R² | RMSE |
| aaaa | 0.0000 | 0.0000 | 0.0000 | 8.2420 |
| 0.8880 | 0.7880 | 0.7840 | 3.8350 | |
| ANOVA | ||||||
| Model | Sum of squares | df | Mean square | F | p | |
| H1 | Regression | 16,587.06 | 6.00 | 2764.51 | 187.99 | < 0.001 |
| Residual | 4470.56 | 304.00 | 14.71 | |||
| Total | 21057.62 | 310.00 | ||||
| Regression | 16,587.06 | 6.00 | 2764.51 | 187.99 | < 0.001 | |
| Residual | 4470.56 | 304.00 | 14.71 | |||
| Total | 21057.62 | 310.00 | ||||
| Coefficients | 95% Confidence Interval | |||||||
| Model | Unstandardised | SE | Standardized | t | p | Lower | Upper | |
| H0 | (Intercept) | 0.118 | 0.041 | 2.896 | 0.004 | 0.038 | 0.198 | |
| H1 | (Intercept) | 0.042 | 0.020 | 2.128 | 0.034 | 0.003 | 0.080 | |
| Net greenhouse gas emissions % growth | 1.535 | 0.056 | 1.082 | 27.587 | < 0.001 | 1.426 | 1.645 | |
| Final energy consumption % growth | 0.221 | 0.099 | 1.018 | 2.222 | 0.027 | 0.025 | 0.416 | |
| Production in industry % growth | (1.835) | 0.231 | (0.491) | (7.929) | < 0.001 | (2.291) | (1.380) | |
| Cooling and heating degree days % growth | (0.228) | 0.083 | (0.271) | (2.759) | 0.006 | (0.390) | (0.065) | |
| Volume of freight transport % growth | (0.015) | 0.095 | (0.006) | (0.155) | 0.877 | (0.201) | 0.172 | |
| (Intercept) | 0.118 | 0.041 | 2.896 | 0.004 | 0.038 | 0.198 | ||
| (Intercept) | 0.042 | 0.020 | 2.128 | 0.034 | 0.003 | 0.080 | ||
| Net greenhouse gas emissions % growth | 1.535 | 0.056 | 1.082 | 27.587 | < 0.001 | 1.426 | 1.645 | |
| Final energy consumption % growth | 0.221 | 0.099 | 1.018 | 2.222 | 0.027 | 0.025 | 0.416 | |
| Production in industry % growth | (1.835) | 0.231 | (0.491) | (7.929) | < 0.001 | (2.291) | (1.380) | |
| Cooling and heating degree days % growth | (0.228) | 0.083 | (0.271) | (2.759) | 0.006 | (0.390) | (0.065) | |
| Volume of freight transport % growth | (0.015) | 0.095 | (0.006) | (0.155) | 0.877 | (0.201) | 0.172 | |