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多元回归分析原理及例子

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110260.23.69

21226-1.44.417

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616330.22.127

77262.72.74

87251.04.027

912172.23.713

101124-0.83.056

111216-0.54.915

127162.04.18

1311151.14.720

1543474.741.2312

11.846226.69230.36153.169224

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()()(), ,

()()()

187.913.282.0

2101.413.584.0

3109.820.080.0

493.014.288.6

588.016.481.5

6115.314.283.5

756.914.973.0

8103.413.088.0

9101.014.991.4

1080.312.981.0

1196.514.678.0

12110.615.386.5

13102.918.283.4

: ,, , 1989():

: : ?: : ?: FeO : ?------------------- -------------------, 0.10: = b(0) + b(1)*(1) + b(2)*(2) b(i):b(0) 74.6b(1) 0.213b(2)-0.790 B(i):B(1) 0.678B(2)-0.340 0.6770 ^20.4583 ^2a0.4090:

1292/64.54.230

15310/()15.3

28212

13, 0.10, t4.230, (0.10,2,10)2.924, t(0.10,2,10), 3.91:(df10):(1) 2.818(2)-1.412(df11, df210):(1) 7.940(2) 1.993 U(i):U(1)121U(2)30.4 (i):1,2 0.66532,1-0.4077():U(1)121, U(1)/U93.9%U(2)30.4, U(2)/U23.6%[(2)], :(2)1.993, (0.10,1,10)3.285,(2)(0.10,1,10), (): ()/100(%)

82.082.9-0.9001.10

84.085.5-1.501.79

80.082.2-2.202.75

88.682.85.80-6.55

81.580.41.10-1.35

83.588.0-4.505.39

73.075.0-2.002.74

88.086.41.60-1.82

91.484.47.00-7.66

1081.081.5-0.5000.617

1178.083.6-5.607.18

1286.586.10.400-0.462

1383.482.21.20-1.44

------------------ ------------------ , 0.10, ()0.10 ()()()(), , , ,

()()()()

1701017.6

27010310.3

3703018.9

47030311.2

5901018.4

69010311.1

7903019.8

89030312.6

: ,, , 2005():

: : %: : : : h: : %------------------- -------------------, 0.01: = b(0) + b(1)*(1) + b(2)*(2) + b(3)*(3) b(i):b(0) 2.19b(1) 4.88e-2b(2) 6.38e-2b(3) 1.31 B(i):B(1) 0.316B(2) 0.413B(3) 0.850 0.9965 ^20.9929 ^2a0.9901:

18.93/6.31187.0

0.1354/()3.38e-2

19.17

, 0.01, t187.0, (0.01,3,4)16.69, t(0.01,3,4), 0.184:(df4):(1) 7.506(2) 9.815(3) 20.21(df11, df24):(1) 56.33(2) 96.33(3) 408.3 U(i):U(1)1.90U(2)3.25U(3)13.8 (i):1,23 0.96632,13 0.97993,12 0.9951():U(3)13.8, U(3)/U72.8%U(2)3.25, U(2)/U17.2%U(1)1.90, U(1)/U10.0%[(1)], :(1)56.33, (0.01,1,4)21.20,(1)(0.01,1,4), : ()/100(%)

7.607.555.00e-2-0.658

10.310.20.100-0.971

8.908.837.00e-2-0.787

11.211.5-0.3002.68

8.408.53-0.1301.55

11.111.2-0.1000.901

9.809.800.000.00

12.612.40.200-1.59

------------------ ------------------()()()()(0.01)

, 18, , , 20,

10.45315864

20.42316360

33.1193771

40.63415761

54.7245954

61.76512377

79.4444681

810.13111793

911.62917393

1012.65811251

1110.93711176

1223.14611496

1323.15013477

1421.6447393

1523.15616895

161.93614354

1726.858202168

1829.95112499

: ,, , 1989():

: : ppm: : ppm: K2CO3+Br: ppm: K2CO3-Br: ppm------------------- -------------------, 0.05: = b(0) + b(1)*(1) + b(2)*(2) + b(3)*(3) b(i):b(0) 43.7b(1) 1.78b(2)-8.34e-2b(3) 0.161 B(i):B(1) 0.671B(2)-4.21e-2B(3) 0.273 0.7412 ^20.5493 ^2a0.4893:

6.81e+33/2.27e+35.689

5.58e+314/()399

1.24e+417

18, 0.05, t5.689, (0.05,3,14)3.344, t(0.05,3,14), 20.0:(df14):(1) 3.319(2)-0.1997(3) 1.443(df11, df214):(1) 11.02(2) 3.986e-2(3) 2.082 U(i):U(1)4.39e+3U(2)15.9U(3)830 (i):1,23 0.66362,13-5.328e-23,12 0.3598():U(1)4.39e+3, U(1)/U64.6%U(3)830, U(3)/U12.2%U(2)15.9, U(2)/U0.234%[(2)], :(2)3.986e-2, (0.05,1,14)4.600,(2)(0.05,1,14), , , :: = b(0) + b(1)*(1) + b(2)*(3) b(i):b(0) 41.5b(1) 1.74b(2) 0.155 B(i):B(1) 0.654B(2) 0.262 0.7403 ^20.5481 ^2a0.5198:

6.79e+32/3.40e+39.095

5.60e+315/()373

1.24e+417

18, 0.05, t9.095, (0.05,2,15)3.682, t(0.05,2,15), 19.3:(df15):(1) 3.721(2) 1.494(df11, df215):(1) 13.85(2) 2.232 U(i):U(1)5.17e+3U(2)833 (i):1,2 0.69282,1 0.3599():U(1)5.17e+3, U(1)/U76.1%U(2)833, U(2)/U12.3%[(3)], :(2)2.232, (0.05,1,15)4.543,(2)(0.05,1,15), , , :: = b(0) + b(1)*(1) b(i):b(0) 59.3b(1) 1.84 B(i):B(1) 0.693 0.6934 ^20.4808 ^2a0.4808:

5.96e+31/5.96e+314.82

6.43e+316/()402

1.24e+417

18, 0.05, t14.82, (0.05,1,16)4.494, t(0.05,1,16), 20.1:(df16):(1) 3.849(df11, df216):(1) 14.82 U(i):U(1)5.96e+3 (i):1, 0.6934():U(1)5.96e+3, U(1)/U100%[(1)]:(1)14.82, (0.05,1,16)4.494,(1)(0.05,1,16), : ()/100(%)

64.060.04.00-6.25

60.060.00.000.00

71.065.06.00-8.45

61.060.40.600-0.984

54.067.9-13.925.7

77.062.414.6-19.0

81.076.64.40-5.43

93.077.915.1-16.2

93.080.612.4-13.3

1051.082.5-31.561.8

1176.079.4-3.404.47

1296.0102-6.006.25

1377.0102-25.032.5

1493.099.1-6.106.56

1595.0102-7.007.37

1654.062.8-8.8016.3

1716810959.0-35.1

1899.0114-15.015.2

------------------ ------------------ , 0.05, ,

(/):: (%),: (%),: (%),: (%),

172666078.5

2129155274.3

31156820104.3

4113184787.6

575263395.9

61155922109.2

7371176102.7

8131224472.5

9254182293.1

102147426115.9

11140233483.8

121166912113.3

131068812109.4

: ,, , 1974():

: : /: 3CaO.Al2O3: %: 3CaO.SiO2 : %: 4CaO.Al2O3.Fe2O3: %: 2CaO.SiO2 : %------------------- -------------------, 0.10a3.280e3.280: = b(0) + b(1)*(1) + b(2)*(2) + b(3)*(3) + b(4)*(4), :():x(3) 0.286x(1) 0.534x(2) 0.666x(4) 0.675, [(4)]x0,a(4)22.80, a3.280,a(4)a, , , :():x(4)-0.675x(2) 5.52e-3x(3) 0.261x(1) 0.298, [(1)]x0,a(1)108.2, a3.280,a(1)a, , , :():x(4)-0.439x(1)-0.298x(3) 8.81e-3x(2) 9.86e-3, [(2)]x0,a(2)5.026, a3.280,a(2)a, , , :():x(1)-0.302x(2)-9.86e-3x(4)-3.66e-3x(3) 4.02e-5, [(4)]x0,, [(3)]x0,e(4)1.863, e3.280,e(4)e, , , :():x(2)-0.445x(1)-0.312x(3) 3.61e-3x(4) 3.66e-3, [(1)]x0,, [(4)]x0,e(1)146.5, e3.280,e(1)e, a(4)1.863, a3.280,a(4)a, , :, , , : = b(0) + b(1)*(1) + b(2)*(2) b(i):b(0) 52.6b(1) 1.47b(2) 0.662 B(i):B(1) 0.574B(2) 0.685 0.9893 ^20.9787 ^2a0.9767:

2.66e+32/1.33e+3229.5

57.910/()5.79

2.72e+312

13, 0.10, t229.5, (0.10,2,10)2.924 2.41:(df10):(1) 12.10(2) 14.44(df11, df210):(1) 146.5(2) 208.6 U(i):U(1)848U(2)1.21e+3 (i):1,2 0.96752,1 0.9769():U(2)1.21e+3, U(2)/U45.4%U(1)848, U(1)/U31.9%: ()/100(%)

78.580.1-1.602.04

74.373.31.00-1.35

104106-2.001.92

87.689.3-1.701.94

95.997.3-1.401.46

1091054.00-3.67

103104-1.000.971

72.574.6-2.102.90

93.191.31.80-1.93

101161151.00-0.862

1183.880.53.30-3.94

121131121.00-0.885

13109112-3.002.75

------------------ ------------------ , 0.10

12, 12,

174.391.05.761.31086617.451.29.515.3912.61

270.4157.08.042.21266817.252.524.210.848.40

378.777.07.942.01146317.062.922.813.579.80

478.967.06.861.51105517.064.325.134.5714.03

549.191.04.921.5924916.539.310.77.415.62

657.6219.05.562.5914816.837.337.39.122.80

753.1221.07.423.9904516.830.027.08.642.84

870.1123.05.383.11235917.047.834.681.6411.25

986.645.012.541.21055714.869.037.323.9511.20

1082.281.013.241.61316115.962.316.533.6016.80

1176.890.010.701.51316915.867.622.28.939.80

1288.983.01.981.81076514.579.342.158.973.50

:: (%);: (/);: (/);: (100m/ha);: (cm/);: (cm/);: ();: (%);: (%);: (/);: (/);: (/): ,, , 1990():

: : %: : %: : /: : /: : /: : %: : /: : /: : 100/: : /: : /: : , 0.05x2.000y2.50015:1 = b(0) + b(1)*(1) + b(2)*(2) + b(3)*(3) + b(4)*(4) + b(5)*(5) + b(6)*(6) + b(7)*(7)2 = b(0) + b(1)*(1) + b(2)*(2) + b(3)*(3) + b(4)*(4) + b(5)*(5) + b(6)*(6) + b(7)*(7)3 = b(0) + b(1)*(1) + b(2)*(2) + b(3)*(3) + b(4)*(4) + b(5)*(5) + b(6)*(6) + b(7)*(7)4 = b(0) + b(1)*(1) + b(2)*(2) + b(3)*(3) + b(4)*(4) + b(5)*(5) + b(6)*(6) + b(7)*(7)5 = b(0) + b(1)*(1) + b(2)*(2) + b(3)*(3) + b(4)*(4) + b(5)*(5) + b(6)*(6) + b(7)*(7)----- -----, : 1: :, :():x(3) 4.541e-2x(5) 0.2868x(7) 0.4082x(4) 0.4104x(6) 0.4731x(2) 0.5998x(1) 0.8810, [(1)]x0,ax(1)74.00, x2.000,ax(1)x, , : (1): : , :():x(1)-7.400x(5) 1.359e-3x(6) 2.254e-2x(3) 4.720e-2x(2) 0.2260x(7) 0.2306x(4) 0.2372, [(1)]x0,ex(1)74.00, x2.000,ex(1)x, , , [(4)]x0,ax(4)2.798, x2.000,ax(4)x, , : (4): : ,, :():x(1)-5.492x(4)-0.3109x(5) 1.370e-8x(6) 6.972e-3x(2) 4.284e-2x(3) 9.849e-2x(7) 0.2536, [(4)]x0,ex(4)2.798, x2.000,ex(4)x, , , [(7)]x0,ax(7)2.718, x2.000,ax(7)x, , : (7): : ,,, :():x(1)-4.767x(4)-0.3513x(7)-0.3398x(2) 5.297e-2x(5) 6.120e-2x(6) 0.1234x(3) 0.1380, [(7)]x0,ex(7)2.718, x2.000,ex(7)x, , , [(3)]x0,ax(3)1.120, x2.000,ax(3)x, , , :():y(1)-13.75y(5) 0.2198y(3) 0.2859y(2) 0.5592y(4) 0.5895, [1]y0,ey(1)36.68, y2.500,ey(1)y, , , [4]y0,ay(4)3.350, y2.500,ay(4)y, 10, : 4: ,: ,,11, :():x(1)-8.013x(4)-0.8942x(7)-0.7008x(6) 0.1388x(2) 0.3799x(5) 0.4204x(3) 0.4595, [(7)]x0,ex(7)2.453, x2.000,ex(7)x, , , [(3)]x0,ax(3)2.551, x2.000,ax(3)x, 12, : (3): ,: ,,,13, :():x(1)-7.721x(7)-1.304x(4)-0.8840x(3)-0.8502x(6) 0.1487x(5) 0.3635x(2) 0.5014, [(3)]x0,ex(3)2.551, x2.000,ex(3)x, , , [(2)]x0,ax(2)2.514, x2.000,ax(2)x, 14, : (2): ,: ,,,,15, :():x(1)-6.973x(7)-1.798x(3)-1.301x(2)-1.006x(4)-9.920e-2x(6) 0.1563x(5) 0.5073, [(4)]x0,ex(4)0.2480, x2.000,ex(4)x, 16, : (4): ,: ,,,17, :():x(1)-6.465x(2)-2.438x(7)-1.794x(3)-1.293x(4) 9.025e-2x(6) 0.1959x(5) 0.4328, [(3)]x0,ex(3)3.878, x2.000,ex(3)x, , , [(5)]x0,ax(5)1.907, x2.000,ax(5)x, , 18, :():y(1)-16.34y(4)-6.328y(5) 0.2662y(2) 0.4603y(3) 0.6480, [4]y0,ey(4)9.492, y2.500,ey(4)y, , , [3]y0,ay(3)2.301, y2.500,ay(3)y, , :: , : , , , ::1 = b(0) + b(1)*(1) + b(2)*(2) + b(3)*(3) + b(4)*(7) b(i):b(0) 52.91b(1) 0.8202b(2)-5.719e-2b(3)-0.4247b(4)-2.883 B(i):B(1) 0.7134B(2)-0.2225B(3)-9.406e-2B(4)-0.1843 0.9693 ^20.9396 ^2a0.9170:

22594/564.627.22

145.27/()20.74

240411

12, 0.05, t27.22, (0.05,4,7)4.120 4.554:(df7):(1) 5.031(2)-1.701(3)-0.9624(4)-1.677(df11, df27):(1) 25.31(2) 2.894(3) 0.9262(4) 2.811 U(i):U(1)524.9U(2)60.02U(3)19.21U(4)58.31 (i):1,234 0.88512,134-0.54083,124-0.34184,123-0.5353():U(1)524.9, U(1)/U23.24%U(2)60.02, U(2)/U2.658%U(4)58.31, U(4)/U2.582%U(3)19.21, U(3)/U0.8506%: ()/100(%)

51.2056.04-4.8409.453

52.5048.683.820-7.276

62.9060.682.220-3.529

64.3061.882.420-3.764

39.3038.320.9800-2.494

37.3036.840.4600-1.233

30.0032.24-2.2407.467

47.8052.08-4.2808.954

969.0073.38-4.3806.348

1062.3064.24-1.9403.114

1167.6060.676.930-10.25

1279.3078.440.8600-1.084

:4 = b(0) + b(1)*(1) + b(2)*(2) + b(3)*(3) + b(4)*(7) b(i):b(0)-47.79b(1) 0.1297b(2)-4.103e-2b(3) 0.6229b(4) 2.890 B(i):B(1) 0.3656B(2)-0.5174B(3) 0.4472B(4) 0.5991 0.9258 ^20.8571 ^2a0.8035:

196.14/49.0210.50

32.697/()4.670

228.811

12, 0.05, t10.50, (0.05,4,7)4.120 2.161:(df7):(1) 1.676(2)-2.572(3) 2.975(4) 3.543(df11, df27):(1) 2.809(2) 6.614(3) 8.850(4) 12.55 U(i):U(1)13.12U(2)30.89U(3)41.33U(4)58.62 (i):1,234 0.53512,134-0.69703,124 0.74724,123 0.8012():U(4)58.62, U(4)/U29.89%U(3)41.33, U(3)/U21.08%U(2)30.89, U(2)/U15.75%U(1)13.12, U(1)/U6.690%: ()/100(%)

12.6011.990.6100-4.841

8.4009.617-1.21714.49

9.80013.34-3.54036.12

14.0013.100.9000-6.429

5.6005.5964.000e-3-7.143e-2

2.8002.7138.700e-2-3.107

2.8003.206-0.406014.50

11.208.7382.462-21.98

911.2012.18-0.98008.750

1016.8013.753.050-18.15

119.80010.81-1.01010.31

123.5003.4732.700e-2-0.7714

----- -----, : 23519, : 2: :20, :():x(6) 1.377e-2x(5) 1.918e-2x(3) 3.660e-2x(2) 3.863e-2x(1) 7.697e-2x(4) 0.1015x(7) 0.2399, [(7)]x0,ax(7)3.157, x2.000,ax(7)x, 21, : (7): : 22, :():x(7)-0.3157x(1) 5.482e-4x(5) 3.231e-2x(6) 4.708e-2x(3) 0.1062x(2) 0.2551x(4) 0.3539, [(7)]x0,ex(7)3.157, x2.000,ex(7)x, , , [(4)]x0,ax(4)4.929, x2.000,ax(4)x, 23, : (4): : ,24, :():x(7)-0.8296x(4)-0.5477x(5) 1.060e-3x(6) 4.812e-3x(2) 7.307e-3x(3) 6.683e-2x(1) 0.1542, [(4)]x0,ex(4)4.929, x2.000,ex(4)x, , , [(1)]x0,ax(1)1.458, x2.000,ax(1)x, , 25, :():y(2)-1.036y(3) 3.115e-4y(5) 0.4183, [2]y0,ey(2)4.663, y2.500,ey(2)y, , , [5]y0,ay(5)2.876, y2.500,ay(5)y, 26, : 5: ,: ,27, :():x(4)-1.071x(7)-0.8655x(5) 1.026e-2x(6) 8.800e-2x(3) 0.1105x(1) 0.1544x(2) 0.3664, [(7)]x0,ex(7)3.462, x2.000,ex(7)x, , , [(2)]x0,ax(2)2.024, x2.000,ax(2)x, 28, : (2): ,: ,,29, :():x(4)-1.431x(7)-1.048x(2)-0.5782x(3) 0.1558x(5) 0.1769x(6) 0.3187x(1) 0.4915, [(2)]x0,ex(2)2.024, x2.000,ex(2)x, , , [(1)]x0,ax(1)2.900, x2.000,ax(1)x, 30, : (1): ,: ,,,31, :():x(4)-1.787x(2)-1.625x(1)-0.9667x(7)-0.9063x(5) 0.1638x(3) 0.1751x(6) 0.1999, [(7)]x0,ex(7)2.719, x2.000,ex(7)x, , , [(6)]x0,ax(6)0.6244, x2.000,ax(6)x, , 32, :():y(5)-2.952y(2)-1.966y(3) 0.5030, [2]y0,ey(2)2.950, y2.500,ey(2)y, , , [3]y0,ay(3)1.265, y2.500,ay(3)y, , :: , : , , , ::2 = b(0) + b(1)*(1) + b(2)*(2) + b(3)*(4) + b(4)*(7) b(i):b(0) 72.68b(1) 0.4352b(2) 8.353e-2b(3) 5.444b(4)-6.017 B(i):B(1) 0.5326B(2) 0.4572B(3) 0.4189B(4)-0.5414 0.7976 ^20.6362 ^2a0.4998:

772.64/193.13.061

441.77/()63.10

121411

12, 0.05, t3.061, (0.05,4,7)4.120 7.944:(df7):(1) 1.543(2) 0.9967(3) 1.083(4)-2.004(df11, df27):(1) 2.381(2) 0.9935(3) 1.173(4) 4.018 U(i):U(1)150.3U(2)62.69U(3)74.02U(4)253.5 (i):1,234 0.50382,134 0.35253,124 0.37894,123-0.6039():U(4)253.5, U(4)/U32.82%U(1)150.3, U(1)/U19.45%U(3)74.02, U(3)/U9.582%U(2)62.69, U(2)/U8.115%:

()/100(%)

9.50014.99-5.49057.79

24.2024.91-0.71002.934

22.8021.960.8400-3.684

25.1018.496.610-26.33

10.7010.530.1700-1.589

37.3028.568.740-23.43

27.0034.39-7.39027.37

34.6028.046.560-18.96

937.3031.605.700-15.28

1016.5028.26-11.7671.27

1122.2026.71-4.51020.32

1242.1040.851.250-2.969

:5 = b(0) + b(1)*(1) + b(2)*(2) + b(3)*(4) + b(4)*(7) b(i):b(0)-2.053b(1)-6.748e-2b(2)-3.552e-2b(3) 2.659b(4) 0.4159 B(i):B(1)-0.4779B(2)-1.125B(3) 1.184B(4) 0.2166 0.8526 ^20.7270 ^2a0.6246:

26.354/6.5884.660

9.8977/()1.414

36.2511

12, 0.05, t4.660, (0.05,4,7)4.120 1.189:(df7):(1)-1.598(2)-2.831(3) 3.534(4) 0.9255(df11, df27):(1) 2.555(2) 8.017(3) 12.49(4) 0.8566 U(i):U(1)3.612U(2)11.33U(3)17.66U(4)1.211 (i):1,234-0.51712,134-0.73073,124 0.80054,123 0.3302():U(3)17.66, U(3)/U67.02%U(2)11.33, U(2)/U43.01%U(1)3.612, U(1)/U13.71%U(4)1.211, U(4)/U4.596%:

()/100(%)

1.0000.39450.6055-60.55

0.0000.6236-0.6236

0.0002.290-2.290

3.0001.3021.698-56.60

2.0002.252-0.252012.60

0.000-8.343e-28.343e-2

4.0003.8720.1280-3.200

5.0004.1620.8380-16.76

90.000-0.14880.1488

100.0000.3906-0.3906

110.0000.1278-0.1278

120.000-0.18290.1829

----- ----- 333, : 3: : 34, :():x(4) 2.044e-2x(6) 3.077e-2x(7) 6.082e-2x(2) 6.558e-2x(3) 8.076e-2x(5) 9.328e-2x(1) 0.1769, [(1)]x0,ax(1)2.149, x2.000,ax(1)x, 35, : (1): : 36, :():x(1)-0.2149x(7) 9.151e-4x(2) 3.530e-3x(5) 6.790e-3x(6) 3.149e-2x(3) 0.2267x(4) 0.2269, [(1)]x0,ex(1)2.149, x2.000,ex(1)x, , , [(4)]x0,ax(4)2.641, x2.000,ax(4)x, 37, : (4): : ,38, :():x(1)-0.5393x(4)-0.2935x(5) 2.782e-3x(7) 6.635e-3x(6) 1.355e-2x(2) 0.2129x(3) 0.2336, [(4)]x0,ex(4)2.641, x2.000,ex(4)x, , , [(3)]x0,ax(3)2.439, x2.000,ax(3)x, 39, : (3): : ,,40, :():x(1)-0.8738x(4)-0.3051x(3)-0.3049x(7) 1.016e-2x(6) 3.539e-2x(5) 8.790e-2x(2) 0.2678, [(3)]x0,ex(3)2.439, x2.000,ex(3)x, , , [(2)]x0,ax(2)2.560, x2.000,ax(2)x, 41, : (2): : ,,,42, :():x(4)-0.7808x(3)-0.4028x(2)-0.3657x(1)-0.3559x(7) 1.163e-2x(6) 1.640e-2x(5) 9.282e-2, [(1)]x0,ex(1)2.491, x2.000,ex(1)x, , , [(5)]x0,ax(5)0.6139, x2.000,ax(5)x, , 43, :():y(3)-1.800, [3]y0,ey(3)3.151, y2.500,ey(3)y, , :: , : , , , ::3 = b(0) + b(1)*(1) + b(2)*(2) + b(3)*(3) + b(4)*(4) b(i):b(0)-38.98b(1) 0.9282b(2)-0.2961b(3)-2.865b(4) 26.02 B(i):B(1) 0.5097B(2)-0.7273B(3)-0.4006B(4) 0.8986 0.8018 ^20.6429 ^2a0.5090:

38774/969.23.151

21537/()307.6

603011

12, 0.05, t3.151, (0.05,4,7)4.120 17.54:(df7):(1) 1.578(2)-1.600(3)-1.679(4) 2.338(df11, df27):(1) 2.491(2) 2.560(3) 2.819(4) 5.466 U(i):U(1)766.3U(2)787.5U(3)867.3U(4)1681 (i):1,234 0.51232,134-0.51753,124-0.53584,123 0.6622():U(4)1681, U(4)/U43.37%U(3)867.3, U(3)/U22.37%U(2)787.5, U(2)/U20.31%U(1)766.3, U(1)/U19.77%:

()/100(%)

15.3920.37-4.98032.36

10.8414.10-3.26030.07

13.8240.57-26.75193.6

34.5733.800.7700-2.227

7.4104.5952.815-37.99

9.120-1.22210.34-113.4

8.64025.12-16.48190.7

81.6454.9326.71-32.72

23.9523.380.5700-2.380

1033.6017.0416.56-49.29

118.93014.04-5.11057.22

1258.9760.14-1.1701.984

0.05, , , 43:: , , : , , : , , ; ;

5 , , : , (5.1), , , , , (5.2)(5.2)(5.1): , (5.3), , , , , ()(): , , , , , (5.1), , ; , (5.4): , , , , (5.5), , , , , 0, , , : 5.1, (5.6), 6 , , , , , , , , ,

: : ; , , , : ()(); : , ; : , ; : , ; : (), ; : , ; : , , ,

6.1 12, 12, 6.16.1

174.391.05.761.31086617.451.29.515.3912.61

270.4157.08.042.21266817.252.524.210.848.40

378.777.07.942.01146317.062.922.813.579.80

478.967.06.861.51105517.064.325.134.5714.03

549.191.04.921.5924916.539.310.77.415.62

657.6219.05.562.5914816.837.337.39.122.80

753.1221.07.423.9904516.830.027.08.642.84

870.1123.05.383.11235917.047.834.681.6411.25

986.645.012.541.21055714.869.037.323.9511.20

1082.281.013.241.61316115.962.316.533.6016.80

1176.890.010.701.51316915.867.622.28.939.80

1288.983.01.981.81076514.579.342.158.973.50

: : (%); : (/); : (/); : (100m/ha); : (cm/); : (cm/); : (); : (%); : (%); : (/); : (/); : (/), , , (): : , , : , , : , , ; ;

, , : , : , , : , , , , , , , , , , , , , : : , (7.1), , (7.1), , , (Gauss-Newton)(Marquardt)