Research Article
[Retracted] Application of Regression Analysis to Identify the Soil and Other Factors Affecting the Wheat Yield
Table 4
Regression analysis with and without outlier.
| Term | Full data | After deleting outliers | Beta | SE | T | value | Beta | SE | T | value |
| Constant | 69.350 | 6.2800 | 11.04 | 0.0000 | 68.420 | 6.0800 | 11.26 | 0.0000 | Saturation (%) | −0.154 | 0.0335 | −4.59 | 0.0000 | −0.145 | 0.0324 | −4.46 | 0.0000 | EC (dsm-1) | 0.072 | 0.0297 | 2.44 | 0.0150 | 0.080 | 0.0288 | 2.76 | 0.0060 | pH | 2.345 | 0.4440 | 5.28 | 0.0000 | 2.340 | 0.4330 | 5.41 | 0.0000 | Org. M. (%) | 1.454 | 0.7920 | 1.83 | 0.0670 | 1.862 | 0.7730 | 2.41 | 0.0160 | Phosphorus (ppm) | −0.263 | 0.0388 | −6.78 | 0.0000 | −0.285 | 0.0375 | −7.6 | 0.0000 | Potassium (ppm) | −0.010 | 0.0019 | −5.18 | 0.0000 | −0.008 | 0.0019 | −4.33 | 0.0000 | CC (%) | −0.494 | 0.0829 | −5.96 | 0.0000 | −0.558 | 0.0804 | −6.93 | 0.0000 | Zinc (ppm) | −4.740 | 0.5950 | −7.97 | 0.0000 | −4.892 | 0.5810 | −8.43 | 0.0000 | Copper (ppm) | −10.740 | 5.7700 | −1.86 | 0.0630 | −11.500 | 5.6600 | −2.03 | 0.0430 | Iron (ppm) | −0.337 | 0.1670 | −2.02 | 0.0440 | −0.357 | 0.1610 | −2.22 | 0.0270 | Manganese (ppm) | −2.137 | 0.7890 | −2.71 | 0.0070 | −1.936 | 0.7580 | −2.55 | 0.0110 | Boron (ppm) | −55.210 | 9.2800 | −5.95 | 0.0000 | −52.210 | 8.9500 | −5.83 | 0.0000 | Nitrophos | 0.092 | 0.2110 | 0.44 | 0.6610 | 0.001 | 0.2020 | 0.01 | 0.9950 | Nitrogen | 0.140 | 0.1690 | 0.83 | 0.4070 | 0.069 | 0.1640 | 0.42 | 0.6730 | DAP | −0.117 | 0.2430 | −0.48 | 0.6310 | −0.188 | 0.2360 | −0.8 | 0.4250 | Potash | −0.052 | 0.2360 | −0.22 | 0.8270 | 0.036 | 0.2300 | 0.16 | 0.8750 | Urea | 0.298 | 0.1750 | 1.70 | 0.0900 | 0.525 | 0.1970 | 2.66 | 0.0080 | Water frequency | −0.171 | 0.1680 | −1.01 | 0.3110 | −0.277 | 0.1630 | −1.7 | 0.0900 | Pesticide frequency | 0.139 | 0.1360 | 1.02 | 0.3080 | 0.279 | 0.1430 | 1.96 | 0.0510 |
| Last crop | | | | | | | | | Rice | 0.785 | 0.2940 | 2.67 | 0.0080 | 0.713 | 0.2840 | 2.51 | 0.0120 | Corn | 0.299 | 0.3680 | 0.81 | 0.4170 | 0.493 | 0.3590 | 1.37 | 0.1700 | Sugarcane | 0.840 | 0.6280 | 1.34 | 0.1820 | 0.791 | 0.6010 | 1.32 | 0.1890 | Empty | 0.591 | 0.4760 | 1.24 | 0.2150 | 0.542 | 0.4560 | 1.19 | 0.2350 |
| Seed chemical coating | | | | | | | | | No | −1.031 | 0.3700 | −2.79 | 0.0050 | −0.959 | 0.3580 | −2.68 | 0.0080 |
| Water type | | | | | | | | | Tube well | −0.172 | 0.6960 | −0.25 | 0.8040 | −0.054 | 0.6660 | −0.08 | 0.9360 | Both (tube well and canal water) | −0.350 | 0.7000 | −0.50 | 0.6170 | −0.229 | 0.6690 | −0.34 | 0.7320 |
| Way of cultivation | | | | | | | | | Water kashat method | 0.009 | 0.2410 | 0.04 | 0.9700 | 0.003 | 0.2340 | 0.01 | 0.9900 | Drilling method | 0.369 | 0.3940 | 0.94 | 0.3490 | 0.308 | 0.3830 | 0.8 | 0.4230 |
| Compost use | | | | | | | | | No | −1.218 | 0.2570 | −4.74 | 0.0000 | −1.167 | 0.2470 | −4.72 | 0.0000 | F ( value) = 17.75 (0.0000), S = 2.772, R2 = 45.24%, R2(adj) = 40% | F ( value) = 19.59 (0.0000), S = 2.649, R2 = 48.38%, R2 (adj) = 45.91% |
|
|