Diagnostic measures | Estimators | Nature of data analysis |
|
|
| RMSE | Influential points |
D | OLS | All Data | −539.48 (258.16) | 373.07 (36.07) | 0.66 (0.12) | 880.52 | 7, 11, 18 |
Without Influential | −642.98 (128.83) | 410.25 (28.01) | 0.46 (0.09) | 368.56 | |||
M | All Data | −487.21 (89.26) | 398.29 (12.47) | 0.39 (0.04) | 286.87 | 7, 31, 33, 35 | |
Without Influential | −452.02 (112.35) | 396.46 (13.32) | 0.37 (0.07) | 274.31 | |||
MM | All Data | −484.79 (97.50) | 398.40 (12.09) | 0.39 (0.06) | 330.87 | 7, 18, 33 | |
Without Influential | −482.56 (100.33) | 398.53 (12.33) | 0.3854 (0.06) | 291.54 | |||
S | All Data | −483.82 (98.71) | 398.45 (12.19) | 0.39 (0.06) | 366.10 | 7, 18, 33 | |
Without Influential | −479.53 (108.50) | 398.84 (13.11) | 0.38 (0.06) | 286.85 | |||
LTS | All Data | −493.80 (93.16) | 398.09 (11.92) | 0.40 (0.05) | 314.26 | 7, 18, 33 | |
Without Influential | −467.57 (107.70) | 388.59 (22.33) | 0.4160 (0.07) | 284.72 | |||
DFFITS | OLS | All Data | −539.48 (258.16) | 373.07 (36.07) | 0.66 (0.12) | 880.52 | 7, 18 |
| WIP | −621.67 (113.86) | 401.52 (15.26) | 0.48 (0.06) | 363.23 | ||
M | All Data | −487.21 (89.26) | 398.29 (12.47) | 0.39 (0.04) | 286.87 | 7, 31, 33, 35 | |
| WIP | −452.02 (112.35) | 396.46 (13.32) | 0.37 (0.07) | 274.31 | ||
MM | All Data | −484.79 (97.50) | 398.40 (12.09) | 0.39 (0.06) | 330.87 | 7, 18, 33 | |
| WIP | −482.56 100.33 | 398.53 12.33 | 0.39 0.06 | 291.54 | ||
S | All Data | −483.82 (98.71) | 398.45 (12.19) | 0.39 (0.06) | 366.10 | 7, 18, 33 | |
| WIP | −479.5 (108.50) | 398.84 (13.11) | 0.38 (0.06) | 286.85 | ||
LTS | All Data | −493.80 (93.16) | 398.09 (11.92) | 0.40 (0.05) | 314.26 | 7, 18, 33 | |
| WIP | −467.57 (107.70) | 388.60 22.33 | 0.42 (0.07) | 286.83 | ||
DFBETAS | OLS | All Data | −539.48 (258.16) | 373.07 (36.07) | 0.66 (0.12) | 880.52 | 7, 18 |
| WIP | −621.67 (113.86) | 401.52 (15.26) | 0.48 (0.06) | 363.23 | ||
M | All Data | −487.21 (89.26) | 398.29 (12.47) | 0.39 (0.04) | 286.87 | NIL | |
| WIP | −487.21 (89.26) | 398.29 (12.47) | 0.39 (0.04) | 286.87 | ||
MM | All Data | −484.79 (97.50) | 398.40 (12.09) | 0.39 (0.06) | 330.87 | NIL | |
| WIP | −484.79 (97.50) | 398.40 (12.09) | 0.39 (0.06) | 330.87 | ||
S | All Data | −483.82 (98.71) | 398.45 (12.19) | 0.39 (0.06) | 366.10 | NIL | |
| WIP | −483.82 (98.71) | 398.45 (12.19) | 0.39 (0.06) | 366.10 | ||
LTS | All Data | −493.80 (93.16) | 398.09 (11.92) | 0.40 (0.05) | 283.12 | 18 | |
| WIP | −493.80 (93.16) | 398.09 (11.92) | 0.40 (0.05) | 283.12 |