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.

TermFull dataAfter deleting outliers
BetaSET valueBetaSET value

Constant69.3506.280011.040.000068.4206.080011.260.0000
Saturation (%)−0.1540.0335−4.590.0000−0.1450.0324−4.460.0000
EC (dsm-1)0.0720.02972.440.01500.0800.02882.760.0060
pH2.3450.44405.280.00002.3400.43305.410.0000
Org. M. (%)1.4540.79201.830.06701.8620.77302.410.0160
Phosphorus (ppm)−0.2630.0388−6.780.0000−0.2850.0375−7.60.0000
Potassium (ppm)−0.0100.0019−5.180.0000−0.0080.0019−4.330.0000
CC (%)−0.4940.0829−5.960.0000−0.5580.0804−6.930.0000
Zinc (ppm)−4.7400.5950−7.970.0000−4.8920.5810−8.430.0000
Copper (ppm)−10.7405.7700−1.860.0630−11.5005.6600−2.030.0430
Iron (ppm)−0.3370.1670−2.020.0440−0.3570.1610−2.220.0270
Manganese (ppm)−2.1370.7890−2.710.0070−1.9360.7580−2.550.0110
Boron (ppm)−55.2109.2800−5.950.0000−52.2108.9500−5.830.0000
Nitrophos0.0920.21100.440.66100.0010.20200.010.9950
Nitrogen0.1400.16900.830.40700.0690.16400.420.6730
DAP−0.1170.2430−0.480.6310−0.1880.2360−0.80.4250
Potash−0.0520.2360−0.220.82700.0360.23000.160.8750
Urea0.2980.17501.700.09000.5250.19702.660.0080
Water frequency−0.1710.1680−1.010.3110−0.2770.1630−1.70.0900
Pesticide frequency0.1390.13601.020.30800.2790.14301.960.0510

Last crop
Rice0.7850.29402.670.00800.7130.28402.510.0120
Corn0.2990.36800.810.41700.4930.35901.370.1700
Sugarcane0.8400.62801.340.18200.7910.60101.320.1890
Empty0.5910.47601.240.21500.5420.45601.190.2350

Seed chemical coating
No−1.0310.3700−2.790.0050−0.9590.3580−2.680.0080

Water type
Tube well−0.1720.6960−0.250.8040−0.0540.6660−0.080.9360
Both (tube well and canal water)−0.3500.7000−0.500.6170−0.2290.6690−0.340.7320

Way of cultivation
Water kashat method0.0090.24100.040.97000.0030.23400.010.9900
Drilling method0.3690.39400.940.34900.3080.38300.80.4230

Compost use
No−1.2180.2570−4.740.0000−1.1670.2470−4.720.0000
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%