ANOVA results of experiments using the decision method
| Sum of squares | df | Mean squares | F-statistic | p-value | |
|---|---|---|---|---|---|
| Experiment 1 No additional information n = 702, adjusted R2 = 0.030 | |||||
| Model | 80644.53 | 6 | 13440.76 | 4.56 | 0.00 |
| Firm-brand scenario | 496.55 | 2 | 248.27 | 0.08 | 0.92 |
| Forecast year | 49438.37 | 2 | 24719.19 | 8.38 | 0.00 |
| The decision method | 30709.61 | 2 | 15354.81 | 5.21 | 0.01 |
| Residual | 2049886.20 | 695 | 2949.48 | ||
| Total | 2130530.80 | 701 | 3039.27 | ||
| Experiment 2 With net book value n = 702, adjusted R2 = 0.035 | |||||
| Model | 328787.84 | 6 | 54797.97 | 5.18 | 0.000 |
| Firm-brand scenario | 2268.73 | 2 | 1134.36 | 0.11 | 0.898 |
| Forecast year | 136591.34 | 2 | 68295.67 | 6.46 | 0.002 |
| The decision method | 7351613.90 | 695 | 10577.86 | 8.98 | 0.000 |
| Residual | 7680401.70 | 701 | 10956.35 | ||
| Total | 328787.84 | 6 | 54797.97 | ||
| Experiment 3 With dividend yield n = 702, adjusted R2 = 0.057 | |||||
| Model | 126924.65 | 6 | 21154.11 | 7.99 | 0.000 |
| Firm-brand scenario | 123.01 | 2 | 61.51 | 0.02 | 0.977 |
| Forecast year | 67171.47 | 2 | 33585.74 | 12.69 | 0.000 |
| The decision method | 59630.17 | 2 | 29815.08 | 11.27 | 0.000 |
| Residual | 1839145.20 | 695 | 2646.25 | ||
| Total | 1966069.90 | 701 | 2804.66 | ||
| Experiment 4 With net book value and dividend yield n = 702, adjusted R2 = 0.025 | |||||
| Model | 229861.64 | 6 | 38310.27 | 3.96 | 0.001 |
| Firm-brand scenario | 713.70 | 2 | 356.85 | 0.04 | 0.964 |
| Forecast year | 160222.86 | 2 | 80111.43 | 8.28 | 0.000 |
| The decision method | 68925.09 | 2 | 34462.54 | 3.56 | 0.029 |
| Residual | 6720931.20 | 695 | 9670.40 | ||
| Total | 6950792.80 | 701 | 9915.54 | ||
| Sum of squares | df | Mean squares | F-statistic | ||
|---|---|---|---|---|---|
| Model | 80644.53 | 6 | 13440.76 | 4.56 | 0.00 |
| Firm-brand scenario | 496.55 | 2 | 248.27 | 0.08 | 0.92 |
| Forecast year | 49438.37 | 2 | 24719.19 | 8.38 | 0.00 |
| The decision method | 30709.61 | 2 | 15354.81 | 5.21 | 0.01 |
| Residual | 2049886.20 | 695 | 2949.48 | ||
| Total | 2130530.80 | 701 | 3039.27 | ||
| Model | 328787.84 | 6 | 54797.97 | 5.18 | 0.000 |
| Firm-brand scenario | 2268.73 | 2 | 1134.36 | 0.11 | 0.898 |
| Forecast year | 136591.34 | 2 | 68295.67 | 6.46 | 0.002 |
| The decision method | 7351613.90 | 695 | 10577.86 | 8.98 | 0.000 |
| Residual | 7680401.70 | 701 | 10956.35 | ||
| Total | 328787.84 | 6 | 54797.97 | ||
| Model | 126924.65 | 6 | 21154.11 | 7.99 | 0.000 |
| Firm-brand scenario | 123.01 | 2 | 61.51 | 0.02 | 0.977 |
| Forecast year | 67171.47 | 2 | 33585.74 | 12.69 | 0.000 |
| The decision method | 59630.17 | 2 | 29815.08 | 11.27 | 0.000 |
| Residual | 1839145.20 | 695 | 2646.25 | ||
| Total | 1966069.90 | 701 | 2804.66 | ||
| Model | 229861.64 | 6 | 38310.27 | 3.96 | 0.001 |
| Firm-brand scenario | 713.70 | 2 | 356.85 | 0.04 | 0.964 |
| Forecast year | 160222.86 | 2 | 80111.43 | 8.28 | 0.000 |
| The decision method | 68925.09 | 2 | 34462.54 | 3.56 | 0.029 |
| Residual | 6720931.20 | 695 | 9670.40 | ||
| Total | 6950792.80 | 701 | 9915.54 | ||
Source(s): Developed by the author
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