結論 - 中華大學

分的變數的標準差都比粘土質砂(SC)的標準差要大的緣故。

二次區別法

分類樹法

圖 7.1 分類法易分錯的情形

另外由圖 7.1 可知，在分類樹法，粉土質砂(SM)容易錯誤分類為粘土質砂(SC)，但粘土質砂(SC)則較少錯誤分類為粉土質砂(SM)，另外低塑性粉土(ML)與低塑性粘土(CL)之間也互相容易被類誤分類，這些結果很明顯地由圖 6.1 的樹狀圖的結構可以發現。

二次區別法與分類樹法在效度驗證部分，其錯誤率差不多，大約為 40%左右，會有此結果可能原因為扣除漏值後的驗証樣本數太少、土壤在每個變數的標準差太大、遺漏值太多，當然因為錯誤都是與統一土壤分類法分類的結果相比，所並不知道結果與統一土壤分類法不同是因為我們的方法不夠好，還是統一土壤分類法不夠好。

另外二次區別法與分類樹法還有一點不同的是，當一筆新的山坡

地土壤要做分類時，若土壤的某些性質的資料不全時，二次區別法就無法將其分類，但分類樹法依然可將土壤分類。

在平地的使用近乎飽和之日，對於山坡地的開發、規劃、保育是很重要的，本論文的分析結果在山坡地土壤的分類上，可以提供一些貢獻與參考。

參考文獻

(1) Hochberg, Y and Tamhane, A. C. (1987). Multiple Comparison

Procedures. John Wiley & Sons, Inc., New York.

(2) Insightful Corporation. (2001). S-PLUS 6 for Windows, Guide to Statistics, Volume Ⅱ, pp.19-54, Insightful Corporation, Washington.

(3) Johnson, R. A. and Wichern, D. W. (2002). Applied Multivariate

Statistical Analysis. 5th edition. Prentice-Hall, Inc., New Jersey.

(4) Montgomery, D. C. (2001). Design and Analysis of Experiments.

5th edition. John Wiley & Sons, Inc., New York.

(5) SPSS Inc. (2001). SPSS Base 11.0 User’s Guide.

(6) Morton, B. B. and Forsythe, A. B. (1974). The small sample behavior of some statistics which test the equality of several means.

Technometrics, Vol. 16, No. 1, pp.129-132.

(7) 李文勳(1994)，土壤力學，科技圖書公司。

(8) 陳世方(1993)，理論土壤力學與實用基礎工程(上)，第六板，文笙書局。

(9) 劉賢淋(1994)，土壤力學與基礎工程，天佑出版社。

(10) 黃景川(1996)，土壤力學，三民書局。

(11) 胡德欽譯(1999)，土壤力學，高立書局。

(12) 林葦旻(2003)，土壤之物理性質與力學參數相關性分析-台灣山坡土壤，碩士論文，中華大學土木工程學系碩士班。

附錄一：土壤資料

單位重

(

kN m

/ 3) 比重

G

含水比

w (%)

孔隙 比 e

液性限度

LL (%)

塑性限度

PL (%)

粗粒含量

G

(%)

細粒含量

F (%)

滲透係數 10 7

k

(

cm

/ sec)

最大乾密度 _d

最佳含水量

w

opt

(

kN m

/ 3)

無圍壓縮強度

q (

kPa

)

內摩擦角 ( )⁰

壓縮指數

C

土壤類別

1 16.08 2.69 21.38 0.64 25 19 60.04 39.96 880 18.64 11.9 72.59 40 0.11 1 2 14.3 2.67 26.19 0.83 26 20 53 47 650 18.54 12.82 53.96 37.5 0.09 1 3 15.19 2.67 22.67 0.72 . . 62.04 37.96 1300 18.74 10.41 46.11 41 0.08 1 4 15.18 2.67 19.55 0.73 . . 57.92 42.08 1200 18.25 12.9 36.3 38 0.1 1 5 15.74 2.68 14.71 0.67 . . 62.7 37.3 860 18.64 11.69 34.34 39 0.11 1 6 14.06 2.67 30.49 0.86 . . 85.52 14.48 1460 17.27 15.96 72.59 43.5 0.27 1 7 16.89 2.69 . 0.56 . . 59.97 40.03 211 18.54 17.2 66.71 29.25 0.2 1 8 14.55 2.62 14.65 0.77 . . 54.88 45.12 73.4 16.28 18 109.87 32.21 0.15 1 9 14.11 2.57 25.13 0.79 41.7 28.6 58.14 41.86 18500 15.99 18.21 60.82 18.26 0.28 1 10 12.96 2.69 24.9 1.04 28.83 22.5 63.5 36.5 29700 16.48 19.5 52.97 . 0.26 1 11 14.11 2.7 18.9 0.88 32.25 28.1 53.7 46.3 3960 15.89 19.4 85.35 30.3 0.28 1 12 13.8 2.66 29.41 0.89 29.98 27.56 53.05 46.95 15300 18.25 11.24 31.39 20.79 0.18 1 13 12.68 2.66 24.59 1.06 30.45 25.8 73.87 26.13 4330 17.07 14.75 11.77 20.19 . 1 14 14.37 2.65 16.09 0.81 . . 61.17 38.83 10100 17.56 16.02 5.89 9.82 0.09 1 15 15.21 2.68 16.11 0.73 . . 61.48 38.52 202 18.05 12.03 6.87 10.21 0.1 1 16 11.64 2.62 22.21 1.21 29.3 23.1 56.5 43.5 192 15.79 21.17 . 20.12 0.19 1 17 10.61 2.59 33.09 1.39 44.7 28.9 69.1 30.9 6000 16.09 18.93 30.41 . 0.31 1 18 13.1 2.61 18.31 0.95 . . 54.78 45.22 54.8 17.27 12.16 23.54 9.55 0.2 1 19 13.85 2.59 29.6 0.83 . . 56.07 43.93 9.8 18.84 14.58 49.05 30.24 0.11 1 20 11.69 2.65 27.56 1.22 . . 59.22 40.78 442 17.36 18.23 24.53 28.33 0.17 1 21 13.97 2.65 16.54 0.86 32.3 25.1 53.59 46.41 676 18.25 16.74 23.54 . 0.15 1 22 11.71 2.65 . 1.22 37.4 28.9 67.63 32.37 4660 17.17 16.3 12.75 17.55 0.09 1 23 12.22 2.67 28.49 1.14 34.9 28.5 68.43 31.57 377 15.89 21.9 27.47 24.33 0.12 1 24 11.49 2.68 . 1.29 38.2 33.7 71.04 28.96 235 16.87 13.96 17.66 26.19 0.09 1

25 14.86 2.75 22.17 0.82 . . 61.2 38.8 . 14.62 23.97 20.6 15.64 0.17 1 26 . 2.65 5.69 . . . 93.18 6.82 13300 19.23 11.29 25.51 38.93 0.06 1 27 . 2.73 5.9 . . . 83.34 16.66 7510 16.78 14.76 25.51 33.22 0.08 1 28 . 2.72 6.94 . . . 94.23 5.77 3830 18.44 12.69 7.85 26.71 0.12 1 29 14.59 2.61 16.96 0.75 . . 60.87 39.13 2560 15.21 17.32 9.81 33.56 0.11 1 30 15.82 2.71 20.3 0.68 . . 84.19 15.81 6480 18.84 10.67 10.79 44.21 0.13 1 31 14.94 2.7 18.19 0.77 33.16 24.98 80.07 19.93 5160 16.97 13.87 6.87 34.6 0.16 1 32 14.43 2.7 18.32 0.84 30.95 25.91 59.52 40.48 10500 16.38 19.72 . 18.76 0.09 1 33 15.73 2.62 16.63 0.63 25.55 22.5 50.99 49.01 1030 16.09 18.61 44.15 36.09 0.06 1 34 11.95 2.64 28.11 1.17 37.55 29.36 69.93 30.07 22400 14.42 . 44.15 29.55 0.09 1 35 . . 27.05 1.35 44.7 28.9 64.18 35.82 2060 16.09 20.12 31.39 . 0.31 1 36 12.53 2.6 20.54 1.04 33.9 25.3 52.92 47.08 200 16.28 20.04 20.6 . 0.18 1 37 13.98 2.64 20.02 0.85 22.6 21.7 51.81 48.19 107 18.05 12.96 43.16 16.51 0.1 1 38 13.29 2.66 26.97 0.96 . . 80.35 19.65 58.4 18.05 14.3 15.7 20.81 0.11 1 39 12.23 2.53 15.52 1.03 . . 81.69 18.31 217 18.34 13.3 10.79 20.07 0.07 1 40 16.46 2.64 9.64 0.57 28.3 25.5 79.86 20.14 1950 17.46 14.1 10.79 23.38 0.05 1 41 12.55 2.63 20.41 1.06 27.3 23.3 53.03 46.97 70.9 16.97 16.5 . 21.77 0.17 1 42 11.39 2.73 15.44 1.35 28.3 23.8 87.33 12.67 28100 16.09 21.6 56.9 24.83 . 1 43 11.54 2.67 13.02 1.27 . . 69.19 30.81 1080 16.97 15.1 13.73 11.57 0.12 1 44 12.1 2.64 17.52 1.14 . . 65.43 34.57 529 17.17 15.1 7.85 21.86 0.07 1 45 14.38 2.66 15.27 0.81 . . 61.49 38.51 1090 17.85 14.1 5.89 9.53 0.09 1 46 15.08 2.6 9.92 0.69 21.22 20.57 52.93 47.07 646 17.36 15.3 23.54 31.53 0.07 1 47 14.57 2.61 7.02 0.76 18.77 16.64 68.92 31.08 250 17.56 14.55 12.75 32.75 0.09 1 48 14.2 2.57 9.17 0.78 18.59 17.57 62.39 37.61 843 17.56 15.25 16.68 29.95 0.11 1 49 15.26 2.58 . 0.66 18.65 16.51 61.96 38.04 1010 17.07 15.5 57.88 29.82 0.05 1 50 13.06 2.63 8.91 0.98 . . 62.33 37.67 529 17.27 15.65 5.89 28.43 0.14 1 51 16.28 2.69 19.29 0.62 . . 64.15 35.85 1710 17.36 14.8 42.18 33.52 0.12 1 52 12.43 2.66 12.88 1.1 29.12 25.79 81.23 18.77 4610 17.27 15.5 . 33.46 0.12 1 53 14.74 2.62 21.11 0.74 . . 69 31 37.7 15.99 21.25 27.47 33.54 0.12 1 54 11.61 2.62 16.65 1.21 25.64 23.75 82.08 13.92 886 15.11 19 11.77 14.63 0.2 1 55 . 2.61 17.75 . 40.16 35.13 58.93 41.07 7040 . 24.2 . 29.6 . 1

56 15.01 2.75 13.08 0.8 37 30 68.02 31.98 4750 17.07 18.41 67.69 43.38 0.2 1 57 12.28 2.74 16.63 1.19 24.4 17.28 55.58 44.42 6380 15.3 21.78 92.21 42.93 0.21 1 58 17.48 2.7 14.47 0.52 33 27 66.13 33.87 10200 16.48 17.38 . 42 0.16 1 59 13.56 2.65 21.5 0.92 45 37 62.58 37.42 368 14.62 . 66.71 43.49 0.24 1 60 14.72 2.68 16.65 0.79 41 32 70.04 29.96 262 15.01 23.64 100.06 42.2 0.25 1 61 13.22 2.7 10.57 1 33 29 65.64 34.36 82800 15.79 21.83 44.15 . 0.19 1 62 11.55 2.71 19.79 1.3 44 36 74.3 25.7 56600 . . 11.77 37.67 0.28 1 63 12.77 2.71 16.02 1.08 39 30 86.07 13.93 23600 . . 13.73 40.72 0.18 1 64 12.09 2.75 8.71 1.23 29 25 75.38 24.62 . 17.17 16.91 4.91 . 0.26 1 65 11 2.69 19.54 1.4 40 34 64 36 58200 14.42 24 13.73 38.83 0.29 1 66 16.03 2.7 12 0.65 34 31 81.94 18.06 163 18.84 10.8 78.48 39.21 0.08 1 67 14.4 2.69 7.66 0.83 26 24 70.61 29.39 10700 18.25 11.85 9.81 41.82 0.14 1 68 16.03 2.67 8.91 0.63 32.4 25.1 60.65 39.35 7640 16.68 13.9 81.42 31.1 0.07 1 69 14.63 2.72 14.02 0.82 28.2 22.4 63.43 36.57 8030 15.6 20.1 92.21 32 0.26 1 70 . 2.72 . 0.45 31 28.4 77 23 1220 18.34 9.8 64.75 35.9 0.08 1 71 15.52 2.74 14.38 0.73 36 28.2 65.64 34.36 89.3 15.7 18.4 104.97 33 0.21 1 72 15.46 2.73 13.61 0.73 29.9 19.2 81.36 18.64 5570 17.85 16 . 26 0.11 1 73 12.67 . 15.38 1.21 38.9 31.4 72.08 27.92 4170 . 24.4 45.13 35.4 0.28 1 74 15.34 2.66 15.72 0.7 40.1 31.5 52.74 47.26 129 15.5 16.7 82.4 27.9 0.22 1 75 14.57 2.66 11.1 0.79 39 26 69.27 30.73 42.2 17.07 14.9 41.2 20.49 0.23 1 76 14.28 2.7 18.15 0.85 40.1 27.3 86.16 13.84 4100 16.58 13.2 86.33 20.4 0.14 1 77 12.2 2.68 15 1.16 . . 51.51 48.49 9140 16.78 20.8 5.89 35.2 . 1 78 16.91 2.66 9.05 0.54 26 24 55.72 44.28 1970 18.34 . 5.89 32 0.14 1 79 16.87 2.73 7 0.59 . . 62 38 459 18.34 . 37.28 34.9 0.11 1 80 15.1 2.69 7.2 0.75 . . 54.83 45.17 679 17.17 17.6 14.72 23.2 0.25 1 81 11.34 . 27.2 1.39 43 42.6 60.5 39.5 6300 16.19 22.05 9.81 36.4 0.14 1 82 15.9 2.73 9.8 0.68 . . 74.33 25.67 8530 18.84 . 50.03 40.8 0.11 1 83 12.12 2.74 . 1.22 . . 57.11 42.89 2560 16.19 19.04 46.11 15 0.18 1 84 15.72 . 12.3 0.74 . . 75.89 24.11 18300 17.95 17.5 8.83 37.8 0.22 1 85 11.67 2.68 26.06 1.25 43 40 67.88 32.12 14700 15.89 17.95 46.11 42.4 0.26 1 86 15.31 2.7 5.71 0.73 32 29 90.11 9.89 356 17.66 15.66 44.15 37.77 0.1 1

87 . 2.65 . . 50 29 80.71 19.29 41900 . . 23.54 11.31 0.08 1 88 11.02 2.58 33.54 1.3 52 35 80.85 19.15 58300 . . 14.72 33.78 0.06 1 89 15.73 2.69 9.11 0.68 39 27 83.57 16.43 170 16.38 18.99 129.49 36.21 . 1 90 14.54 2.7 13.99 0.82 48 42 85.3 14.7 107 14.52 . 99.08 38.3 . 1 91 14.57 2.67 15.12 0.8 49 38 73.67 26.33 79300 14.91 . 5.89 41.48 0.08 1 92 14.6 2.68 8.82 0.8 34 28 61.55 38.45 54900 17.07 15.52 57.88 16.75 0.13 1 93 14.08 2.71 20.5 0.89 42 40 77.35 22.65 53400 16.19 17.93 9.81 . 0.08 1 94 14.85 2.7 7 0.78 31.86 27.52 73.53 26.47 2150 18.44 13.91 4.91 42.92 0.08 1 95 17.58 2.72 6 0.52 21.28 20.4 84.28 15.72 4680 . 11.24 19.62 . 0.1 1 96 12.67 2.73 8.4 1.11 34 29.09 71.76 28.24 50300 18.84 13.4 7.85 42.75 0.13 1 97 13.13 2.72 7.6 1.03 . . 73.05 26.95 . 17.56 17.46 9.81 41.57 0.25 1 98 13.36 2.75 10.9 1.02 . . 84.01 15.99 . 18.05 13.28 3.92 39.91 0.21 1 99 13.75 2.71 9.9 0.93 . . 66.07 33.93 10300 17.76 15.87 20.6 43.18 0.11 1 100 16.33 2.7 . 0.62 . . 73.53 26.47 20400 19.03 12.44 19.62 . 0.13 1 101 15.93 2.67 13.28 0.64 . . 59.88 40.12 4120 19.03 12.52 130.47 43.5 0.17 1 102 15.53 2.67 9.31 0.69 . . 55.16 44.84 6620 18.05 12.7 . 31 0.09 1 103 15.62 2.67 15.53 0.68 . . 60 40 73800 18.05 12.6 32.37 29 0.25 1 104 17.01 2.67 14.8 0.54 . . 50.19 49.81 14200 18.54 11.4 72.59 37 0.2 1 105 15.47 2.67 19.88 0.69 . . 59.34 40.66 5480 18.74 11.7 25.51 22 0.16 1 106 15.32 2.67 7.57 0.71 . . 53.93 46.07 74.3 18.64 10.26 121.64 28 0.22 1 107 13.34 2.67 8.8 0.96 . . 51.32 48.68 58.8 18.25 9.86 51.99 29 0.28 1 108 14.61 2.68 16.85 0.8 . . 58.12 41.88 46.5 18.15 14 141.26 27.5 0.28 1 109 16.76 2.68 14.13 0.57 . . 56.19 43.81 47.6 18.64 12.34 144.21 40.5 0.22 1 110 15.88 2.67 7.48 0.65 . . 88.46 11.54 10000 18.15 . 58.86 17.7 0.14 1 111 17.22 2.71 10.52 0.54 . . 78.1 21.9 2430 . . 7.85 35.7 0.16 1 112 15.68 2.66 10.75 0.66 . . 56.44 43.56 101 18.44 12.6 22.56 35.9 0.15 1 113 15.36 2.68 13.01 0.71 . . 52.72 47.28 213 18.44 12.49 32.37 32.2 0.2 1 114 14.67 . 22.4 0.65 . . 92.1 7.9 3160 19.42 9.6 42.18 38.3 0.29 1 115 13.85 . 14.07 0.75 . . 90.8 9.2 9240 . . 23.54 35.1 0.17 1 116 16.83 . 9.6 0.46 16 . 95.5 4.5 8950 17.66 13.4 26.49 35 0.14 1 117 13.2 . 11.46 0.84 . . 93.1 6.9 9650 16.87 17.2 23.54 39.3 . 1

118 15.23 2.53 10.15 0.63 17.9 . 91.9 8.1 9210 18.34 13.4 28.45 35.2 0.21 1 119 16.93 2.6 12.4 0.51 28.6 28 55 45 1950 18.44 12.5 20.6 29.2 0.3 1 120 13.41 2.63 13.4 0.92 27.6 27.5 55 45 17400 15.3 . 49.05 26.6 . 1 121 16.78 2.69 14 0.57 24.3 20.6 72 28 735 17.17 13.3 97.12 32.9 0.12 1 122 16.64 2.68 20.3 0.58 19.1 15.92 56.8 43.2 10.4 18.64 12 25.51 34.83 0.13 1 123 14.93 2.57 24.2 0.69 19.31 14.6 50.7 49.3 269 17.46 14 9.81 30.8 0.1 1 124 16.47 2.54 11.98 0.51 19.03 16.44 50.25 49.75 213 17.85 13 108.89 28.2 0.1 1 125 14.32 2.68 17.17 0.84 . . 58.97 41.03 2310 18.15 14.3 12.75 23 0.23 1 126 15.11 2.67 . 0.73 . . 66.94 47.28 1430 17.27 11.1 10.79 28.5 0.12 1 127 14.19 2.66 9.26 0.84 . . 86.29 13.71 2510 18.15 12.7 10.79 34 0.16 1 128 14.57 2.67 9.05 0.8 . . 61 39 2010 18.64 . 27.47 34 0.23 1 129 17.43 2.66 6.94 0.5 . . 88.66 13.34 1010 . 10.2 103.01 34 0.13 1 130 12.42 2.67 12.12 1.11 25 11 71.55 28.45 373 18.05 13.4 20.6 29 . 1 131 16.29 2.67 8.4 0.61 . . 72.74 27.26 1680 17.66 11.78 17.66 36 0.09 1 132 16.03 2.67 14.47 0.63 . . 50.52 49.48 63.5 18.44 11.3 46.11 29.5 0.14 1 133 17.98 2.67 12.97 0.46 . . 70.88 29.12 . 18.93 13.17 51.01 34.2 0.13 1 134 15.92 2.66 12.17 0.64 . . 63.68 36.32 . 19.03 10.89 25.51 30 0.2 1 135 16.47 2.67 17.36 0.59 . . 51.58 48.42 . 18.74 12.58 39.24 32.4 0.16 1 136 14.23 2.6 9.6 0.79 34.7 24.4 66.8 33.2 97.9 16.38 19.7 67.69 30.96 0.25 2 137 14.03 2.64 13.98 0.85 29 19.2 63.89 36.11 191 18.25 13.9 52.97 27.02 0.28 2 138 13.36 2.67 27.07 0.96 30.8 19.9 64.8 35.2 467 17.27 16.4 52.97 . . 2 139 11.23 2.62 . 1.29 37 22 56.2 43.8 7140 15.6 21.8 49.05 . 0.16 2 140 13.59 2.64 24.14 0.91 . . 72.8 27.2 15500 17.36 11.3 20.6 . 0.22 2 141 12.7 2.61 24.35 1.02 45 23.6 73.97 26.03 1370 17.17 15.51 40.22 19.03 0.24 2 142 11.58 2.6 14.35 1.2 43.7 21.5 69.61 30.39 44300 16.09 16.15 46.11 19.51 0.24 2 143 13.9 2.67 14.36 0.88 28.6 20.6 68.55 31.45 791 19.03 15.66 24.53 24.56 0.19 2 144 10.53 2.68 . . 39.5 25.3 67.53 32.47 1590 15.3 15.53 21.58 23.42 0.11 2 145 13.72 2.71 27.26 0.94 38.3 30.3 57.78 42.22 . 17.56 14.88 44.15 26.07 . 2 146 12.85 2.66 24.44 1.03 36.6 20 63.93 36.07 . 17.66 16.2 31.39 28.19 0.13 2 147 14.47 2.7 21.33 0.83 33.2 20.9 74.7 25.3 971 18.54 16.62 50.03 31.14 0.11 2 148 16.96 2.67 7.56 0.54 35.67 . 82.64 17.36 88.9 14.32 21.07 . 31.73 0.21 2

149 13.53 2.63 17.5 0.91 28.3 20.55 70.75 29.25 19600 15.89 21.02 10.79 30.88 . 2 150 14.1 2.66 21.72 0.85 52.4 28.2 75.87 24.13 8220 16.78 17.08 70.63 26.37 . 2 151 10.52 2.66 24.91 . 45.1 23.7 74.3 25.7 1500 15.21 23.7 46.11 20.29 0.23 2 152 11.86 . 25.69 1.3 32.34 22.51 68.35 31.65 1870 14.91 . 13.73 29.22 . 2 153 14.24 2.69 19.9 0.85 35 24 69.86 30.14 . 16.58 19.35 25.51 40.03 0.26 2 154 14.23 . 13.04 0.91 40 33 66.15 33.85 3880 17.85 16.9 . 40.31 0.2 2 155 11.49 2.71 23.85 1.31 52 41 55.24 44.76 3100 . 22.5 . 37.48 0.21 2 156 10.51 2.72 24.19 . 31 . 73.6 26.4 779 19.13 . 11.77 34.41 0.13 2 157 . 2.67 . . 52 41 53.86 46.14 1180 14.72 . 7.85 27.12 0.27 2 158 15.43 2.7 17.61 0.72 33 25 80.18 19.82 6590 16.38 20.43 11.77 33.58 0.27 2 159 10.77 . 21.09 1.31 41 27 66.66 33.34 1090 14.42 24.5 19.62 26.15 0.33 2 160 12.17 2.59 20.1 1.09 22 . 52.85 47.15 7910 16.19 19 11.77 33.11 0.14 2 161 14.33 2.76 10.25 0.89 30 . 75.47 24.53 51400 18.05 11.6 16.68 37.91 0.2 2 162 13.8 2.76 10.9 0.96 34 21 56.97 43.03 74.9 19.13 16.2 43.16 37.75 0.21 2 163 . 2.72 28.6 . 39.5 25.5 64.42 35.58 . 17.56 15.1 22.56 28.3 0.27 2 164 . 2.75 19.78 . 46 25 58.28 41.72 . 16.09 20.66 32.37 . 0.13 2 165 15.22 2.69 14.75 0.73 33 23 74.16 25.84 47900 17.95 15.2 26.49 . 0.18 2 166 12.97 2.71 15.7 1.05 38.04 25.05 76.44 23.56 22800 18.05 14.51 18.64 . 0.19 2 167 13.6 2.63 17.6 0.9 45.3 34.9 52 48 1530 . 17 71.61 22.7 . 2 168 14.42 2.69 18.4 0.83 34 17 54 46 1510 16.78 18.3 . 25.4 0.31 2 169 14.81 . 21.9 0.66 9.4 . 54 46 837 15.01 24.5 57.88 31.2 . 2 170 14.73 2.69 24.5 0.79 18.7 . 57 43 . 19.33 11.5 36.3 34.2 0.19 2 171 14.91 2.74 13.8 0.8 34.3 26.9 55 45 45500 17.56 12 80.44 25.1 0.35 2 172 12.38 2.68 22.87 1.12 32.07 22.83 65 35 152 15.6 19.8 74.56 38.23 0.33 2 173 12.28 2.74 16.63 1.19 24.4 17.28 55.58 44.42 6910 17.66 11.5 32.37 30.11 . 2 174 16.9 2.75 9.15 0.6 23.18 17.64 68.08 31.92 35400 19.23 13.3 98.1 37.2 0.12 2 175 . 2.72 8 . 21.46 15.04 77.44 22.56 49600 20.8 . 66.71 38.5 0.11 2 176 18.21 2.71 6.64 . 25.14 18.21 67.12 32.88 36900 20.11 12.4 . 35.5 0.14 2 177 15.81 2.57 12.91 0.59 22.4 15.88 70.96 29.04 43600 19.23 12.6 48.07 37.9 0.13 2 178 16.9 2.63 14.35 0.53 23.19 16.23 57.68 42.32 35300 20.21 9.8 73.58 36.4 0.16 2 179 16.76 2.68 7.12 0.57 23.43 17.85 70.56 29.44 42200 20.9 10.6 78.48 40.2 0.12 2

180 15.86 . 11.98 0.57 26.58 16.14 65.76 34.24 23500 18.44 12.7 86.33 35.4 0.15 2 181 . 2.7 23.45 . 37.8 . 70.88 29.12 42800 19.91 11 61.8 33.2 0.12 2 182 15.39 2.56 19.8 0.63 37.13 27.87 54.5 45.5 26300 17.36 21 . 31.5 0.24 2 183 14.9 2.64 21.8 0.74 39.23 25.67 75.5 24.5 51300 19.23 17.7 44.15 28.1 0.17 2 184 15.36 2.59 19.4 0.65 31.55 22.45 70.2 29.8 37400 18.64 17.5 60.82 37.9 0.16 2 185 16.21 2.71 19.8 0.64 58.33 30.6 60.4 39.6 33200 17.46 21.3 103.99 34.6 0.21 2 186 16.32 2.57 12.4 0.54 31.1 20 58.3 41.7 708 16.97 16 89.27 30 0.2 2 187 13.58 2.64 22.1 0.91 42.8 30 77.5 22.5 3280 18.25 17 84.37 32 0.31 2 188 16.21 2.63 14.4 0.59 38.4 28 77.4 22.6 725 14.72 . 20.6 27 0.16 2 189 17.41 2.68 9.3 0.51 40.6 27 75.9 24.1 193 18.05 11.4 31.39 27 0.17 2 190 13.65 2.72 . 0.96 30 21 58.2 41.8 678 17.17 16 23.54 25 0.2 2 191 17.3 2.73 15.1 0.55 25.9 22.4 52.7 47.3 11600 17.46 17.9 41.2 30.7 0.14 2 192 11.43 2.55 19.3 1.19 35.8 24 60 40 6760 16.38 18.5 74.56 31.8 0.29 2 193 13.75 2.64 17 0.88 5.2 19.7 69.6 30.4 23300 16.68 16.1 63.77 29.3 0.19 2 194 13.87 2.67 22.4 0.89 36.4 17.4 75.3 24.7 32900 17.27 15.6 32.37 28.1 0.12 2 195 15.73 2.6 17.9 0.62 27.4 17.5 62 38 2320 16.78 17.7 62.78 30.9 0.13 2 196 12.34 2.68 24 1.13 28.6 10.7 53.1 46.9 3010 17.27 17.2 66.71 30.4 0.18 2 197 11.87 2.56 18.2 1.12 44.8 21.2 58.1 41.9 6350 15.79 20.3 32.37 28.4 0.23 2 198 15.61 2.69 24.4 0.69 26.1 14.9 68.2 31.8 2090 16.48 20.2 26.49 28.8 0.14 2 199 16.91 2.68 7.9 0.55 41.1 18.8 56.9 43.1 38 17.56 15.9 86.33 27.3 0.26 2 200 14 . 10.7 0.95 24.98 19.05 77.42 22.58 14500 18.25 14.5 . . 0.16 2 201 15.22 2.74 11.5 0.77 28.69 19.86 59.04 40.96 29900 17.46 12.5 4.91 38.8 0.24 2 202 16.25 2.67 11.1 0.61 28.4 20.2 66.02 33.98 31900 17.46 17.5 20.6 35.7 0.26 2 203 14.15 2.63 20.65 0.82 30.4 16.89 77.77 22.23 32400 16.97 16.5 49.05 32.1 0.2 2 204 15.45 2.71 14.89 0.72 25.6 17.42 60.5 39.5 23500 18.05 14.7 47.09 27.4 0.14 2 205 14.97 2.67 18.6 0.75 36.7 22.62 77.8 22.2 30300 17.46 17.85 14.72 28.8 0.2 2 206 16.24 2.72 15.37 0.64 29.4 15.78 77.04 22.96 28100 18.05 14.35 24.53 23.2 0.18 2 207 16.49 2.62 16.02 0.56 31.3 17 77.04 22.96 24500 19.23 12.6 42.18 30.4 0.19 2 208 14.74 2.64 19.1 0.76 30.2 13.92 74.69 25.31 24100 19.72 12 103.01 22.5 0.15 2 209 14.94 2.68 10.95 0.76 37 22.69 84.9 15.1 37700 17.66 16 33.35 40.1 0.24 2 210 14.08 2.72 . 0.89 34 18.27 74.8 25.2 23500 18.25 15.4 107.91 30.1 0.2 2

211 15.1 2.7 7.82 0.75 22.6 16.9 86.4 13.6 2000 17.36 15.9 16.68 37.8 0.23 2 212 14.67 2.65 12.36 0.77 24.2 20.1 85.7 14.3 2040 16.78 14.7 17.66 33.6 0.2 2 213 15.29 2.61 19.37 0.68 26 17.4 95.2 4.8 3500 17.46 14.7 16.68 37.5 0.19 2 214 17.04 2.73 12.28 0.57 36.3 16.9 89 11 3540 19.23 10.5 18.64 39.5 0.34 2 215 15.8 2.63 12.99 0.63 27.45 17.51 97.53 2.47 6200 20.8 14.28 37.28 30.47 0.14 2 216 17.2 2.65 16.35 0.51 32.5 12.5 91.7 8.3 1300 18.34 13.8 15.7 32.2 . 2 217 15.69 2.63 17.51 0.64 30.9 16 83.7 16.3 290 17.76 14 26.49 32.9 0.37 2 218 14.93 2.67 20.28 0.75 37.4 22.2 88.9 11.1 690 16.28 14.2 5.89 . . 2 219 15.33 2.64 . 0.69 25 17.1 53 47 6710 18.44 12.5 20.6 38.9 0.17 2 220 17.88 2.61 . . 25.4 1.83 51.8 48.2 4770 18.34 14.5 14.72 39.8 0.15 2 221 16.48 2.74 8.32 0.63 34.1 12.4 51.7 48.3 19400 . 15.2 57.88 39.6 0.26 2 222 13.39 2.72 12.83 0.99 41.03 28.79 79.61 20.39 3880 15.21 19.32 6.87 27.57 0.32 2 223 13.52 2.72 9.6 0.97 39.03 29.94 64.91 35.09 11700 17.85 15.04 19.62 . 0.17 2 224 14.85 2.56 10.3 0.69 31.1 20.4 76.4 23.6 1190 17.85 13.4 28.45 29.2 0.17 2 225 13.37 . 17.4 0.86 39.2 27.1 62.1 37.9 1160 16.28 22 8.83 22.8 0.15 2 226 15.33 2.63 21.62 0.68 37.84 26.3 91.27 8.73 400 20.11 16.71 80.44 24.1 0.25 2 227 15.67 2.6 17.69 0.63 23.73 16.22 60.6 39.4 3450 17.46 14.6 63.77 32.9 . 2 228 12.28 2.66 22.19 1.12 36 22.5 50.13 49.87 6540 16.68 16.7 44.15 . 0.2 2 229 13.04 2.69 27.1 1.02 31.3 20.6 10.7 21.1 20300 . . 13.73 . 0.23 2 230 10.9 2.58 . 1.32 30.9 18.8 54.78 45.22 10400 20.21 . 7.85 33.1 . 2 231 10.73 2.67 . . 43.1 23.5 75.82 24.18 25800 . 23.4 4.91 41.4 . 2 232 12.71 2.65 . 1.05 45.2 23.63 51.1 48.9 7850 15.01 14.5 40.22 19.15 0.21 2 233 14.7 2.7 14.81 0.8 28.56 19.59 62.45 37.55 . 16.48 14.51 13.73 32.45 0.24 2 234 15.44 2.72 15.67 0.73 33.94 23.15 67.92 32.08 340 15.5 18.69 35.32 29.88 0.21 2 235 15.33 2.7 12 0.73 44.95 26.6 63.68 36.32 11200 17.66 15.43 40.22 40.52 0.11 2 236 17.09 2.57 11.93 . 26.6 16.3 82.5 17.5 186 18.25 12.5 23.54 20.7 0.23 2 237 13.88 . 10.26 0.79 30.7 22.5 74.3 25.7 2230 17.07 16.3 36.3 26.1 0.13 2 238 13.74 2.59 22.11 0.85 25.28 13.24 50.6 49.4 2470 17.27 15.25 24.53 26.8 0.18 2 239 16.73 2.58 14.93 0.51 26.48 13.52 59 40.6 3480 17.17 15.8 41.2 26.5 0.14 2 240 11.51 . 17.59 1.14 29.66 19.96 61.8 38.2 4220 15.4 15.4 10.79 31.7 0.15 2 241 12.8 2.63 30.3 1.02 36.08 3.58 18.4 81.6 4750 14.81 23 61.8 12.1 0.25 3

242 12.14 2.68 31.7 1.17 37.6 9 31.6 68.4 17000 15.3 21.85 82.4 . 0.31 3 243 10.77 2.76 . . 39 13.9 23.5 76.5 8260 . 19.8 84.37 14.1 0.21 3 244 11.92 2.65 27.51 1.18 42.9 11.2 8.95 91.5 90.7 16.28 16.13 35.32 19.57 0.31 3 245 12.63 2.69 30.44 1.09 47.9 14.3 27.55 72.45 . 15.7 19.72 47.09 18.14 0.12 3 246 13.83 2.7 22.68 0.91 41.4 15.3 23.72 76.28 11 17.27 18.1 56.9 11.71 0.17 3 247 15.89 2.72 22.82 0.68 31.16 3.18 30.3 69.7 2340 14.42 24.04 55.92 29.38 0.28 3 248 12.85 2.68 22.87 1.05 33.94 10.79 48.37 51.63 506 . 25.62 13.73 33.91 0.08 3 249 13.83 2.69 28.37 0.91 42.6 12.33 20.46 79.54 7370 14.72 25.62 . 31.91 0.13 3 250 11.07 2.64 20.49 1.34 29.25 3.17 24.43 75.57 15000 15.3 22.15 137.34 27.89 0.12 3 251 13.36 2.72 26.29 1 40.5 13.97 27.21 72.79 9880 14.52 . 181.49 20.65 0.08 3 252 14.09 2.64 14.18 0.84 27.55 3.28 42.93 57.07 690 16.78 17.62 202.09 33.18 0.12 3 253 11.97 2.68 21.34 1.2 43.95 16.08 33.71 66.29 1930 14.62 25.22 95.16 29.13 0.11 3 254 12.93 2.63 28.2 1 31.7 9.58 29.95 70.05 7490 15.5 20.05 63.77 29.57 0.21 3 255 14.6 2.64 23.62 0.77 36.7 7.19 39.05 60.95 4750 15.4 19.05 29.43 23.87 0.14 3 256 13.88 2.64 23.7 0.87 43.4 15.53 29.81 70.19 18600 14.52 27.07 20.6 17.87 0.18 3 257 11.99 2.69 21.9 1.2 30.8 7.4 22.84 77.16 340 16.09 20.1 53.96 11.98 0.12 3 258 11.7 2.67 23.29 1.24 29.6 4.1 25.59 74.41 6550 17.07 16.5 56.9 21.63 0.21 3 259 13.97 2.64 20.05 0.85 34.9 5.44 21.81 78.19 556 16.87 16.35 77.5 30.19 0.09 3 260 17.7 2.72 13.64 0.51 35 9 44.65 55.35 6.7 16.68 19.05 . 41.1 0.25 3 261 16.56 2.63 11.93 0.56 44 10 47.41 52.59 7500 15.5 23.15 65.73 . 0.22 3 262 13.03 2.68 24.95 1.02 44 13 9.8 90.2 70600 14.91 22.92 233.48 25.8 0.24 3 263 12.46 2.66 . 1.09 47 15 12.46 87.54 27500 . . 258 28.36 0.37 3 264 12.78 2.64 26.67 1.03 42 11 23.85 76.15 37100 14.72 24.81 79.46 38.2 . 3 265 15.65 2.7 14.71 0.69 33 8 36.99 63.01 17300 16.48 19.5 64.75 41.85 0.22 3 266 11.69 2.7 19.14 1.27 41 7 47.65 52.35 . 14.42 25.6 11.77 19.74 0.36 3 267 14.98 2.6 11.97 0.7 32.3 9.3 18.59 81.41 4730 14.22 . 74.56 26.9 0.17 3 268 13.6 2.7 8.22 0.95 36 9.7 18.93 81.07 28500 . 19.8 65.73 31.8 0.21 3 269 16.14 . 15.46 0.77 29.4 2.3 47.51 52.49 304 16.19 18.1 68.67 30.1 0.05 3 270 16.66 . 7.76 0.66 41.5 7.2 0.61 99.39 2580 18.15 . 56.9 22.7 0.29 3 271 . 2.78 . . 40 10.5 2.75 97.25 62.1 . 11.9 62.78 31.1 0.17 3 272 14.51 2.71 17.65 0.83 34.4 9.1 45.23 54.77 6430 17.95 . 33.35 38.2 0.12 3

273 13.14 2.74 16.44 1.05 44 11 32.29 67.71 1980 15.4 27.04 35.32 30.89 0.19 3 274 15.54 2.65 14.87 0.67 40 8 34.61 65.39 6750 16.68 17.5 17.66 41.67 0.15 3 275 . 2.69 28.73 . 45 7 41.99 58.01 15400 14.91 26 . 18.36 0.31 3 276 11.42 2.78 22 1.39 40 13 23.91 76.09 5140 14.91 24.63 20.6 37.73 0.22 3 277 11.13 2.62 29.62 1.31 39.1 10.5 19.6 80.4 61800 . 21.1 6.87 33.7 0.2 3 278 15.45 2.65 12.4 0.68 35.8 1.8 34.45 65.55 5720 15.89 23.73 163.83 28.6 0.23 3 279 10.58 2.68 30.72 . 37 12 40.69 59.31 75400 . . 38.26 42.34 0.05 3 280 14.38 2.71 16.64 0.85 38 10 38.75 61.25 74900 16.58 18.21 35.32 . . 3 281 12.96 2.67 24.14 1.02 42 8 39.79 61.21 11500 15.3 25.68 80.44 30.05 0.08 3 282 13.92 2.66 20.52 0.87 21 3 29.12 70.88 44.6 17.56 12.18 51.01 25.5 0.32 3 283 14.91 2.67 18.43 0.76 21 5 49.46 50.54 37.5 17.85 15.2 32.37 25 0.28 3 284 16.51 2.67 18.26 0.59 24 6 37.98 62.02 82 18.15 . 73.58 27 0.18 3 285 16.48 2.69 7.76 0.6 . 3 45.2 54.8 47.2 . . . 26.8 0.2 3 286 13.13 . 22.53 0.86 32.3 8.9 39.5 60.5 1110 15.6 14.7 37.28 28.2 0.19 3 287 14.95 2.55 21.4 0.67 29.5 2.4 39.7 60.3 1140 16.58 16.9 51.99 35.3 0.19 3 288 16.36 2.66 10.95 0.6 32.1 5.6 32.4 67.6 1130 17.27 16.5 27.47 18 0.21 3 289 16.34 . 11.07 . 22.8 1.9 79.5 50.5 1100 17.95 . 58.86 27.4 0.14 3 290 13.68 2.59 9.7 0.86 24.5 . 45 55 423 16.19 12.5 95.16 20.8 0.22 3 291 13.66 2.71 27.1 0.95 25.5 3.8 45 55 57500 15.01 21.4 58.86 32.4 0.31 3 292 15.08 2.66 24.9 0.73 32.9 1.2 21 79 2660 15.79 18.2 274.68 34 0.14 3 293 13.17 2.64 24.4 0.97 35.22 1.43 23.7 76.3 177 14.91 22.1 40.22 36.12 0.2 3 294 14.39 . 26.1 0.9 29.95 1.65 17.3 82.7 161 15.5 20 78.48 31.45 0.18 3 295 14.12 2.64 27.1 0.83 23.17 1.86 47.1 52.9 163 17.07 13.6 56.9 28.84 0.2 3 296 14.31 2.62 8.3 0.8 . . 38.3 61.7 100 16.97 13.7 28.45 29.68 0.18 3 297 16.93 2.68 15.88 0.55 . 3.33 45.89 54.11 18.4 17.46 15 54.94 31.8 0.16 3 298 14.08 . 22.6 0.77 27.4 1.7 24.3 75.7 410 16.09 20.5 132.44 22.7 0.2 3 299 16.98 2.67 13.8 0.54 27.4 7.4 35.3 64.7 15 18.05 15 90.25 30.3 0.16 3 300 14.72 2.65 17.3 0.77 26.2 6.6 26.2 73.8 27 17.56 16.5 72.59 29.5 0.14 3 301 17.4 2.68 17.83 0.51 23 6 49.18 50.82 . . 12.94 61.8 . 0.16 3 302 16.02 2.67 15.1 0.63 23 3 35.94 64.06 . . 15.58 108.89 35.5 0.19 3 303 15.6 2.68 18.83 0.68 23 4 49.52 50.48 16.7 18.15 12.2 58.86 34.5 0.16 3

304 13.09 2.71 16.19 1.03 22.1 2.1 49.48 50.52 23.9 17.76 14.4 60.82 36.61 . 3 305 13.59 2.64 22.75 0.91 34.2 4.8 28.9 71.1 62000 16.97 17 13.73 24.2 0.23 3 306 11.86 . 24.9 1.08 32.6 5.7 28.3 71.7 . 17.36 15.2 19.62 23.4 0.15 3 307 17.75 2.65 11.64 . 23 2 28.75 71.25 43.1 18.05 12.45 22.56 20 . 3 308 . 2.6 11.11 . 34.66 10.12 9.28 90.72 201 16.68 16.2 168.73 24.9 0.26 3 309 13.16 2.63 19.27 0.96 38 10.57 37.07 62.93 . 15.5 19.18 19.62 37.4 0.27 3 310 14.85 2.7 18.93 0.78 36.61 10.09 40.47 59.53 55300 15.89 20.2 38.26 22.1 0.27 3 311 15.82 2.68 12.83 0.66 34.2 7.79 16.79 83.21 535 17.56 14.49 18.64 . 0.18 3 312 14.68 2.71 20.96 0.81 42.09 15.57 12.93 87.07 51200 16.19 20.7 28.45 32.1 0.23 3 313 16.84 2.63 16.5 0.53 47.21 13.81 13.3 86.7 4840 16.97 20.8 97.12 34.1 0.29 3 314 16.57 2.56 17.2 0.52 34.46 10.25 23 77 1520 18.44 20 112.82 34.8 0.25 3 315 14.63 . 20.7 0.7 39.3 12.12 1 89 392 16.19 24.8 73.58 31.6 0.18 3 316 15.32 2.56 22.3 0.64 44.51 8.03 24.6 75.4 3470 16.09 26.2 90.25 32.2 0.16 3 317 16.36 2.58 18.1 0.55 . . 22.5 77.5 2120 17.46 22.3 74.56 31.4 0.22 3 318 15.26 . 19.6 0.63 . 19.25 7.5 92.5 642 16.87 22.5 103.01 26.1 0.16 3 319 14.63 2.61 22 0.75 35.48 11.13 22.6 77.4 3460 17.46 20 62.78 33.7 0.18 3 320 16.08 2.59 16.5 0.58 44.28 18.38 16.7 83.3 875 17.46 20.3 66.71 34.4 0.16 3 321 16.01 2.71 20.1 0.66 31.7 2.6 22.7 77.3 3890 17.17 18.7 77.5 28 0.17 3 322 15.47 2.67 19.2 0.69 38.95 11.89 25.3 74.7 2810 17.36 21.6 82.4 26.5 0.14 3 323 13.78 2.72 18.9 0.94 27.9 7.9 18.7 81.3 5350 17.17 14.5 96.14 30 0.33 3 324 16.57 2.7 20.2 0.6 34.3 6 28.8 71.2 2830 17.85 12.2 56.9 27.5 0.16 3 325 15.64 2.61 21.7 0.64 29.7 13.6 30.7 69.3 2790 16.78 14.1 48.07 22.3 0.13 3 326 13.73 2.69 26.42 0.92 35 13 15.22 84.78 3.4 18.25 13.52 61.8 36.5 0.12 4 327 12.18 2.68 . 1.16 45 16 12.9 87.1 . 18.15 12.48 78.48 29.9 0.1 4 328 12.07 2.7 36.59 1.2 41 13 12.38 87.62 3.7 18.05 13.11 55.92 26 0.11 4 329 . 2.7 . . 47 26 4.49 95.51 3.5 17.76 15.92 43.16 24 0.13 4 330 15.41 2.68 24.8 0.71 31 13 46.82 53.18 45 18.25 12.48 91.23 30 0.14 4 331 12.06 2.7 33.44 1.2 44 16 10.54 89.46 2.7 18.05 13.68 153.04 23.7 0.14 4 332 11.29 2.68 . . 45 11 48.76 51.24 19 18.25 . 59.84 37.5 0.16 4 333 16.3 2.68 17.36 0.61 25 7 29.92 70.08 9.6 17.66 12.28 176.58 30 0.15 4 334 14.7 2.7 24.78 0.8 29 10 24.5 75.5 5.8 18.15 14.49 317.84 21.1 0.18 4

335 14.43 2.67 26.45 0.82 32 7 44.58 55.42 72.4 . 12.87 . 35.8 0.13 4 336 15.29 2.69 25.73 0.73 29 9 20.34 79.66 3.2 17.95 15.09 180.5 28.6 0.17 4 337 12.85 2.69 37.44 1.05 32 7 27.24 72.76 4.5 16.97 15.31 89.27 40 0.23 4 338 13.12 2.69 32.32 1.01 38 13 12.66 87.34 23.8 17.27 14.4 81.42 35.5 0.26 4 339 13.69 2.69 27.55 0.93 44 15 17.62 82.38 8.4 17.07 . 127.53 29.6 0.17 4 340 15.14 2.7 18.56 0.75 39 17 8.7 91.3 . 17.56 13.44 35.32 34.7 0.15 4 341 14.86 2.69 26.11 0.78 42 13 13.66 86.34 . 17.17 13.78 156.96 35.5 0.25 4 342 15.74 2.68 22.17 0.67 31 11 46.06 53.94 1.5 17.66 14.53 308.03 42.8 0.18 4 343 15.05 2.68 23.19 0.75 31 9 34.08 65.92 15.5 18.54 13.72 92.21 41.2 0.16 4 344 14.96 2.68 24.63 0.76 30 10 31.06 68.94 17.6 18.25 13.91 261.93 26.8 0.2 4 345 14.02 2.68 23.85 0.88 33 12 40.17 59.83 56.3 17.95 12.75 152.06 37 0.26 4 346 15.49 2.69 22.26 0.7 33 10 18.47 81.53 4.4 17.76 16.72 250.16 . . 4 347 17.54 2.69 15.76 0.5 34 13 27.36 72.64 2.2 18.54 12.99 318.83 . 0.17 4 348 13.11 2.67 30.99 1 33 14 31.14 68.86 16.1 17.17 14.6 132.44 20.1 0.36 4 349 12.61 2.71 24.5 1.11 35 13.9 44.98 55.02 144 18.44 18.4 96.14 14.04 0.41 4 350 16.23 2.58 18.5 0.56 30.8 10.8 33.21 66.79 280 18.54 13 172.66 29.9 0.16 4 351 12.35 2.62 . 1.08 34 15.4 29.79 70.21 184 18.44 . 120.66 17.35 0.23 4 352 13.38 2.64 28.35 0.94 25.3 8.5 36.1 63.9 4920 16.58 17 10.79 24.8 0.33 4 353 . 2.74 . . . . 10.1 89.9 18100 . . 13.73 . 0.27 4 354 15.12 2.73 21.95 0.77 46.45 22.25 42.1 57.9 7910 16.28 14.3 15.7 26.5 0.28 4 355 11 2.58 29.34 . 31.4 11.6 47.55 52.45 3650 15.11 15.05 10.79 . 0.12 4 356 15.5 2.69 17.08 0.7 45.1 21.4 64.7 35.3 20300 . . 13.73 16.5 0.23 4 357 14.22 2.62 23.53 0.81 35 11.3 31.91 68.09 . 17.85 15.19 11.77 . 0.33 4 358 10.87 2.63 19.12 . 35.5 13.1 14.38 85.62 4890 16.87 19.2 34.34 23.17 0.17 4 359 11.43 2.64 20.18 1.27 36.1 13 5.01 94.99 371 15.99 18.25 39.24 25.12 0.17 4 360 . 2.6 25.71 . 35.5 11.4 8.69 91.31 5420 . 19.02 38.26 23.05 0.22 4 361 13.38 2.61 26.12 0.91 33.8 12.7 36.1 63.9 301 17.56 14.6 71.61 26.58 0.1 4 362 12.78 2.66 21.26 1.04 31.5 11.3 47.95 52.05 1980 17.56 15.81 21.58 18.7 0.17 4 363 12.88 2.66 24.19 1.03 42.3 22 44.28 55.72 17.6 16.58 20.7 50.03 19.03 0.2 4 364 13.36 2.7 24.82 0.98 39 15 15.36 86.64 2 17.95 13.92 125.57 24.8 0.1 4 365 13.85 2.7 29.65 0.91 44 22 6.48 93.52 1.3 17.76 15 64.75 19.8 0.12 4

366 15.09 2.69 24.86 0.75 28 9 37.98 62.02 10 18.25 13.3 53.96 21 0.14 4 367 11.36 2.68 . . 44 17 45.42 54.58 39 18.15 . 59.84 27.4 0.11 4 368 14.77 2.68 24.22 0.78 39 14 12.48 87.52 2.3 18.05 13.87 75.54 20.2 0.13 4 369 14.05 2.68 25.65 0.87 32 12 18.98 81.02 3.6 18.15 13.29 156.96 21 0.14 4 370 14.31 2.71 28.88 0.86 34 13 8.52 91.48 1.7 18.15 13.91 165.79 31.2 0.1 4 371 14.59 2.71 27.11 0.82 33 16 3.56 96.44 3.2 17.76 14.28 98.1 22 0.11 4 372 13.94 2.64 16.13 0.86 29.4 7.33 28.91 71.09 3010 16.28 13.75 127.53 29.53 0.12 4 373 13.67 2.63 13.42 0.89 31.35 8.11 35.28 64.72 492 15.21 19.48 180.5 23.21 0.18 4 374 12.81 2.64 16.42 1.02 29.1 8.45 30.9 69.1 3470 15.5 18.92 131.45 26.64 . 4 375 12.86 2.67 17.45 1.04 36.9 12.28 24.13 75.87 2980 14.52 . 162.85 26.61 0.12 4 376 13.88 2.69 20.18 0.9 36.55 12.28 21.49 78.51 1720 15.3 . 140.28 28.83 0.12 4 377 13.77 2.66 16.8 0.89 31.15 11.41 23.63 76.37 9450 16.09 17.54 165.79 23.83 0.17 4 378 14.47 2.64 13.24 0.79 29.25 9.91 32.5 67.5 563 15.89 17.15 127.53 27.66 0.25 4 379 15.46 2.7 7.85 0.71 38 19 11.92 88.08 32.2 18.05 14.09 . 32 0.2 4 380 15.03 2.71 9.63 0.77 34 15 17.8 82.2 5.2 18.25 13.28 16.68 32 0.21 4 381 15.63 2.68 10.49 0.68 27 7 48.9 51.1 13.3 18.05 11.53 106.93 . 0.25 4 382 16.46 2.7 17.98 0.61 30 12 24.4 75.6 45.6 18.54 12.45 . 30.8 0.19 4 383 15.22 2.65 14.07 0.71 33.9 12.8 20.61 79.39 842 16.78 17.08 70.63 26.37 0.1 4 384 13.67 2.65 18.42 0.9 35.6 11.5 31.89 68.11 317 16.38 18.3 15.7 . 0.14 4 385 13.32 2.68 15.59 0.97 31.4 11.6 47.55 52.45 2390 17.85 15.1 . . 0.16 4 386 11.49 2.66 19.51 1.27 35.8 13 3.72 96.28 2020 16.58 19.2 34.34 24.57 0.17 4 387 15.09 2.62 9.9 0.7 25.24 7.68 48.04 51.96 110 17.17 14.85 46.11 28.9 0.12 4 388 15.51 2.71 16.37 0.71 43 17 20.52 79.48 1060 16.19 17.85 70.63 32.97 0.21 4 389 16.4 2.73 16.64 0.63 29 9 2.21 97.79 21000 17.36 16.45 53.96 28.03 0.14 4 390 14.27 2.71 27.21 0.86 29 8 27.11 72.89 14600 16.48 19.78 115.76 37.49 0.17 4 391 14.75 2.71 25.69 0.8 28 8 35.33 64.67 8870 16.58 19.32 80.44 41.5 0.15 4 392 16.06 2.75 19.75 0.68 28 8 8.92 91.08 . 17.36 17.22 41.2 . 0.17 4 393 15.18 2.7 13.09 0.74 34 12 18.64 81.36 . 16.09 21.29 100.06 35.56 0.1 4 394 16.82 2.71 13.15 0.58 31 10 43.56 56.44 . 17.36 17.24 114.78 . 0.22 4 395 13.97 2.71 13.02 0.9 36.5 15.6 38.83 61.17 455 15.6 . 68.67 30 0.2 4 396 15.58 2.67 13.99 0.68 31.2 9.6 30.07 69.93 4540 15.7 23.5 80.44 20.9 0.16 4

397 17.22 2.75 13.38 0.57 30.4 10.8 22.68 77.32 482 17.46 17.2 331.58 7.7 0.13 4 398 15.04 2.69 . 0.75 31.8 10.4 38.42 61.58 1170 16.87 16.6 27.47 24.9 0.14 4 399 10.82 2.63 19.68 . 42 22 33.7 66.3 1720 14.81 22.3 19.62 24.69 0.22 4 400 . 2.7 27.15 . 38.8 . 37.06 62.94 20000 15.89 15.95 . 30 0.36 4 401 . 2.69 25.35 . 47 . 27.61 72.39 4160 14.52 19.5 51.99 32.2 0.28 4 402 14 2.66 24 0.86 27.7 5.2 33.29 66.71 5070 15.21 17.48 39.24 27 0.21 4 403 12.29 2.7 30.9 1.16 48.32 22.32 41.63 58.37 33500 14.91 22.6 53.96 14 0.27 4 404 13.68 . 21.15 1.03 34.9 17.3 38.19 61.81 200 16.38 13.6 112.82 29.9 0.23 4 405 15.56 2.69 19.82 0.7 35 15 22.44 77.56 16.4 17.66 14.9 182.47 37 0.35 4 406 13.33 2.68 22.91 0.97 33 11 22.46 77.54 684 17.17 15.3 107.91 35 . 4 407 12.48 2.69 35.18 1.11 35 12 18.22 81.78 8540 16.87 21.48 23.54 31 0.42 4 408 17.12 2.71 18.62 0.55 27 13 12.26 87.74 200 18.64 . 82.4 25 0.19 4 409 15.68 2.68 20.73 0.68 25 11 20.04 79.96 648 18.25 14.5 90.25 30 0.12 4 410 16.68 2.7 17.07 0.59 32 16 8.88 91.12 811 18.44 13.66 120.66 37.5 0.24 4 411 16.47 . 20.3 0.64 35 15 7.18 92.82 56.7 18.34 13.52 103.99 33.4 0.18 4 412 17.24 2.71 13.81 0.54 23 6 27.88 72.12 313 18.54 14.75 119.68 27.8 0.19 4 413 14.45 2.69 13.39 0.83 25 7 28.98 71.02 478 18.25 14.08 84.37 40 0.2 4 414 13.47 2.66 25.29 0.94 26 8 23.26 76.74 180 16.58 18.9 40.22 37 0.33 4 415 12.53 2.67 23.73 1.09 24 6 38.62 61.38 154 16.28 18.49 13.73 32 . 4 416 15.15 2.67 14.59 0.73 26 9 30.11 69.89 61.4 18.54 13.45 87.31 30 . 4 417 15.13 2.67 8.9 0.73 22 5 16.8 83.2 2.9 . . . 25.9 0.17 4 418 15.06 2.7 7.49 0.76 26 11 21.24 78.76 3.3 18.25 13.4 . 31.7 0.23 4 419 15.73 2.66 20.39 0.66 31 14 25.64 74.36 19 18.84 12.9 118.7 29.3 0.2 4 420 16.67 2.68 17.69 0.58 25 8 30.8 69.2 . . 12.25 54.94 28.5 0.2 4 421 14.58 2.66 21.11 0.79 28 8 24.14 75.86 4.8 17.66 15.6 41.2 34.3 0.22 4 422 17.68 2.69 10.97 0.49 21 8 35.08 64.92 2.2 . . 91.23 29.9 . 4 423 15.76 2.7 15.77 0.68 23 10 26.06 73.94 5.8 18.54 12.36 52.97 30.8 0.28 4 424 16 2.7 12.17 0.65 23 7 30.98 69.02 9.2 18.25 14.52 47.09 30.4 0.25 4 425 15.32 2.71 14.59 0.73 32 . 14.02 85.98 1.6 18.64 12.92 50.03 27.2 0.36 4 426 15.27 2.57 11.75 0.65 29.2 8.8 28.5 71.5 107 18.05 12.5 26.49 17.5 0.23 4 427 15.07 2.67 22.39 0.74 31.8 9.9 79 21 2550 16.87 15.9 56.9 25.6 0.24 4

428 15.66 2.59 7.1 0.62 23.1 7.1 73.1 26.9 12000 17.66 15.75 28.45 20.7 0.16 4 429 14.33 2.53 10.92 0.73 . 3.2 83.5 16.5 4920 18.25 12.91 29.43 20 0.22 4 430 14.41 . 12.3 0.69 . . 83.8 16.2 4580 . 12 26.49 27.4 0.23 4 431 12.5 2.6 28.7 1.04 33.6 . 45 55 31600 15.5 . 118.7 30.5 0.34 4 432 13.51 2.61 21.3 0.9 39.2 10.1 69 31 15000 15.6 21 191.3 22.4 0.34 4 433 14.38 2.6 22.8 0.77 22.7 7.5 41 59 25800 16.48 19.8 66.71 35.2 0.21 4 434 15.38 2.62 11.6 0.67 31.4 8.6 45 55 250 16.19 15.8 280.57 32.2 0.21 4 435 14.45 . 16.1 0.71 37.4 13 19 81 2150 . . 82.4 25.2 0.22 4 436 14.72 2.68 18 0.79 40.5 13.8 43 57 . 15.5 23.9 19.62 20.9 0.24 4 437 13.38 2.65 20.2 0.94 26.65 7.62 36.8 63.2 586 16.87 14.1 61.8 37.66 . 4 438 12.51 2.69 34.9 1.11 34.2 12.07 33.6 66.4 137 15.4 17.5 34.34 28.96 0.21 4 439 13.07 2.6 34.4 0.95 30.18 13.51 32.4 67.6 256 16.19 15.4 105.95 33.43 0.18 4 440 12.95 2.66 20.48 1.02 24.07 7.25 15 85 1330 16.58 17.9 31.39 25.6 0.19 4 441 15.2 2.6 19.43 0.68 31.38 7.96 16.2 83.8 1570 15.89 19.2 63.77 36.91 0.12 4 442 14.05 2.68 24.31 0.87 23.93 6.98 36.3 63.7 445 16.87 15.1 73.58 36.09 0.1 4 443 14.04 2.55 19.47 0.78 24.44 7.55 21.8 78.2 179 17.36 16 117.72 29.1 0.19 4 444 14.48 . 27.36 0.68 34.27 9.73 12.4 87.6 510 15.4 20.1 145.19 31.29 0.1 4 445 . . 15.88 . 24.6 8.09 27.2 72.8 69.7 16.97 17.1 46.11 32.75 0.12 4 446 13.75 2.65 30.6 0.89 31.8 9 19 81 160 15.7 20 136.36 32.4 0.16 4 447 12.74 2.53 24.7 0.95 29.8 8.1 10.3 89.7 40000 15.7 20 26.49 41.1 0.19 4 448 14.46 2.62 28.9 0.78 37.9 12.4 18.7 81.3 1700 15.3 23 103.99 36.6 0.12 4 449 14.86 2.62 28.7 0.73 26.8 . 44.8 55.2 2350 14.52 19.1 61.8 28.5 0.19 4 450 17.44 2.69 6.88 0.51 35 18 24.6 75.4 4.3 . 11.7 17.66 28 0.15 4 451 14.69 2.67 15.51 0.78 21 8 32.85 67.15 37.8 . 12 51.01 30 0.25 4 452 14.68 2.68 6.93 0.79 26 10 44.23 55.77 30.6 18.84 11.8 102.02 33 0.27 4 453 13.79 2.69 22.32 0.91 36 14 18.73 84.27 2 17.07 16.5 49.05 31 0.3 4 454 14.84 2.71 19.66 0.79 34 15 11.49 88.51 1.4 17.66 15 26.49 35 0.15 4 455 14.29 2.7 20.82 0.85 28 14 14.54 85.46 5.1 17.76 13.7 117.72 30 0.3 4 456 14.39 2.7 15.86 0.84 35 14 21.83 78.17 4.2 16.87 18.1 161.87 26.5 0.28 4 457 13.72 2.69 15.86 0.92 32 12 29.7 70.3 . 17.36 14.9 101.04 28 0.32 4 458 15.31 2.7 14.07 0.73 43 15 37.34 62.66 4.2 16.97 16.1 . 33 0.29 4

459 14.96 2.69 11.47 0.76 28 11 36.1 63.9 6.4 18.84 12.5 100.06 31.5 0.32 4 460 14.79 2.67 15.41 0.77 38 17 49.57 50.43 3.7 17.56 14.5 139.3 32 . 4 461 14.11 2.68 14.04 0.86 31 11 38.11 61.89 20.6 17.95 14.6 56.9 34 0.19 4 462 13.25 2.68 17.75 0.98 26 8 39.16 60.84 12.6 17.66 15 34.34 31.5 0.29 4 463 13.04 2.69 20.41 1.02 31 10 34.9 65.1 33.5 17.36 16.7 36.3 32 0.27 4 464 16.82 2.67 19 0.56 22 8 45.16 54.84 3.9 18.44 12.7 56.9 27.3 0.15 4 465 15.21 2.67 9.61 0.72 26 13 38.82 61.18 10.2 18.34 11.66 166.77 34 0.19 4 466 16.64 2.7 16.16 0.59 42 21 5.78 94.22 2.6 17.85 15.9 95.16 30.7 0.18 4 467 16.62 2.68 18.66 0.58 32 19 27.48 72.52 . 18.74 11.74 78.48 29 0.23 4 468 14.29 2.68 7.77 0.84 24 13 39.04 60.96 2.5 17.66 11.9 . 32.3 0.18 4 469 16.85 2.68 14.08 0.56 25 12 35.7 64.3 . 18.05 12.87 107.91 28.4 0.21 4 470 14.66 2.69 26.43 0.8 32 12 10.24 89.76 1.8 17.27 12.9 44.15 26.7 0.27 4 471 17.19 2.68 18.15 0.53 24 7 31.18 68.82 1.3 18.84 12 119.68 27 0.25 4 472 14.56 2.69 24.62 0.81 42 18 6.4 93.6 2.1 16.38 19.49 77.5 23.8 0.26 4 473 15.19 2.71 17.57 0.75 30 11 22.26 77.74 3.1 17.36 12.99 100.06 36.5 0.25 4 474 14.87 2.69 22.7 0.77 30 17 22.9 77.1 32.1 17.46 14.5 54.94 25.7 0.21 4 475 17.67 2.69 12.16 0.49 25 13.9 45.95 54.05 6.8 . 13.8 41.2 54.41 . 4 476 15.04 2.71 14.76 0.77 26.63 23.14 48.8 51.2 244 17.56 16.45 . 29.07 . 4 477 15.03 2.59 18.81 0.69 26.67 9.22 16.6 83.4 161 16.97 . 88.29 17.7 0.24 4 478 15.32 2.57 19.73 0.65 34.54 14.55 24.2 75.8 385 16.97 16.35 56.9 22.4 0.28 4 479 15.07 2.56 18.51 0.67 33.26 9.42 29.4 70.6 369 15.21 16.88 51.99 14.5 0.25 4 480 15.52 2.55 15.04 0.61 36.77 19.92 27.4 72.6 388 16.19 18.23 81.42 18.4 0.22 4 481 14.26 2.57 18.35 0.77 35.91 19.98 36.2 63.8 1780 16.09 18.8 40.22 30.9 0.15 4 482 14.66 2.57 23.12 0.72 38.4 24.1 28.2 71.8 402 17.17 15.15 42.18 19.2 0.29 4 483 16.92 2.63 11.89 0.52 26.8 10.65 25 75 160 18.74 . 114.78 25.2 0.21 4 484 16.62 2.61 14.51 0.54 30 13.67 37.4 62.6 1050 . 12.9 57.88 26 0.16 4 485 15.84 2.53 18.89 0.57 27.72 10.06 37 63 432 17.27 15.4 13.73 19 0.29 4 486 15.41 2.63 18.41 0.67 29.23 9.15 25.4 74.6 439 17.56 15.01 17.66 20 0.25 4 487 14.91 2.59 26.99 0.7 . 16.47 30.2 69.8 1780 18.64 . 68.67 23.3 0.13 4 488 15.79 2.58 14.95 0.6 31.43 15.76 29.8 70.2 427 17.17 16.35 72.59 21.4 0.3 4 489 13.85 2.65 26.05 0.88 28.3 12.07 29.4 70.6 476 17.66 14.3 74.56 16.2 0.23 4

490 15.43 2.64 18.87 0.68 29.59 11.92 41.8 58.2 2340 17.66 14.2 48.07 24 0.29 4 491 15.03 2.59 18.81 0.69 26.67 9.22 16.6 83.4 161 16.97 . 88.29 17.7 0.24 4 492 15.32 2.57 19.73 0.65 34.54 14.55 24.2 75.8 385 16.97 16.35 56.9 22.4 0.28 4 493 15.07 2.56 18.51 0.67 33.26 9.42 29.4 70.6 369 15.21 16.88 51.99 14.5 0.25 4 494 14.66 . 15.8 0.65 . . 41.4 58.6 1060 18.25 . 10.79 28 0.16 4 495 15.15 2.53 10.1 0.64 . 2.4 29.7 70.3 . 18.44 12.6 22.56 25.7 0.21 4 496 13.99 . 10.8 0.68 22.8 . 20.7 79.3 1100 18.34 11.65 26.49 21 0.21 4 497 13.3 2.56 11.39 0.89 . . 41.8 58.2 1350 17.46 14.5 22.56 28.4 0.22 4 498 15.4 2.55 10.21 0.62 . 3.4 37.1 62.9 1490 18.74 12.3 32.37 25.5 0.2 4 499 13.76 2.66 18.38 0.9 33 17 33.9 66.1 79.1 18.44 12.6 81.42 41 0.13 4 500 13.67 2.67 18.38 0.92 36 19 20.08 79.92 36 17.27 16 126.55 42 0.22 4 501 15.3 2.65 19.91 0.7 28 16 37.16 63.84 4120 17.85 13.5 34.34 35 0.18 4 502 15.78 2.67 22.5 0.66 34 11 15.5 84.5 3.3 17.07 15.9 33.35 34 0.17 4 503 15.13 2.68 23.84 0.74 32 12 18.44 81.56 254 17.46 13.83 36.3 27 0.22 4 504 14.12 2.67 20.89 0.86 30 11 25.38 74.62 171 16.87 13.45 214.84 23 0.32 4 505 18.08 2.66 13.42 . 28 13 15.12 84.88 6.9 18.05 13.5 76.52 26 . 4 506 14.01 2.67 12.72 0.87 25 8 24.2 75.8 479 17.36 13.52 39.24 33 0.17 4 507 15.16 2.67 16.46 0.73 27 9 33.9 66.1 5.8 18.05 . 50.03 15 0.21 4 508 12.92 2.71 20 1.06 28 9 36.78 63.22 5760 16.38 18.25 24.53 27.5 0.34 4 509 13.99 2.67 24.15 0.87 37 20 10 90 85.8 17.17 15.52 29.43 30 0.18 4 510 . 2.55 8.95 . 35.81 13.82 17.44 82.56 287 16.87 16.5 13.73 20.9 0.21 4 511 16.1 2.56 9.66 0.56 23.19 6.34 33.64 66.36 2960 16.78 18.6 10.79 22.6 0.19 4 512 14.25 2.67 23.9 0.84 41.2 16.2 23.3 76.7 1990 16.68 17.1 141.26 26 0.28 4 513 16.24 . 18.4 0.67 31.5 9.5 37.9 62.1 1450 17.46 13.5 107.91 21 0.14 4 514 13.96 2.55 27.9 0.79 46.6 12.6 40.1 59.9 3160 15.7 22 51.99 21 0.23 4 515 17.55 2.67 7.9 0.49 38 7 35.7 64.3 2570 16.78 21 58.86 25 0.17 4 516 13.29 2.65 22.5 0.96 47 23 11.5 88.5 4540 14.72 . 45.13 23 0.33 4 517 13.85 2.66 30.3 0.88 . 25.4 7.3 92.7 814 14.52 20.4 46.11 25 0.16 4 518 16.38 2.65 18.6 0.59 34.5 6.4 37.8 62.2 1910 16.68 16.5 33.35 23.4 0.27 4 519 14.3 2.68 18 0.84 37.9 21.6 34.5 65.6 6520 16.38 17.8 81.42 23.8 0.15 4 520 11.76 2.63 . 1.19 43.4 24.4 19.8 80.2 2110 . . 60.82 18.2 0.17 4

521 15.51 2.67 24.6 0.69 37.6 15.1 24.4 75.6 1820 . 13.4 62.78 25.7 0.2 4 522 14.67 2.71 19.7 0.81 39.7 18.3 40 60 1970 15.6 22 65.73 27.4 0.13 4 523 15.19 2.6 22.1 0.68 38.8 20.3 10.1 89.9 1210 15.4 24 50.03 28.3 0.15 4 524 15.89 2.61 20.4 0.61 34.3 12.4 26.3 73.7 2830 17.36 16.9 28.45 20.8 0.2 4 525 16.44 2.63 13.4 0.57 26.3 15.1 42.1 57.9 3770 18.25 12.5 31.39 24.6 0.17 4 526 16.38 2.62 21 0.57 35 13.1 29.6 70.4 2540 15.99 16.2 68.67 26.1 0.13 4 527 15.52 2.7 17.6 0.71 47 . 19.9 80.1 1670 16.38 19.8 22.56 23.9 0.21 4 528 15.77 2.61 21.3 0.62 26.4 14.9 33.6 66.4 7340 16.68 17.9 45.13 28.1 0.13 4 529 12.33 2.61 32.1 1.08 43.1 . 22.5 77.5 1610 . 18.4 26.49 23 0.33 4 530 15.33 2.7 12.6 0.73 21.57 7.2 28.02 71.98 2500 17.66 13.3 . 23.5 0.14 4

附錄二：多重比較(當變異數全等時)

(一) 含水比( )

x

₃ 的多重比較表

Multiple Comparisons Dependent Variable: 含水比

-1.2957 .84327 .416 -3.4694 .8781 -4.1250* .88055 .000 -6.3949 -1.8552 -4.0252* .70794 .000 -5.8501 -2.2003

1.2957 .84327 .416 -.8781 3.4694

-2.8293* .93548 .014 -5.2408 -.4179 -2.7295* .77520 .003 -4.7278 -.7312 4.1250* .88055 .000 1.8552 6.3949

2.8293* .93548 .014 .4179 5.2408

.0998 .81560 .999 -2.0026 2.2023 4.0252* .70794 .000 2.2003 5.8501

2.7295* .77520 .003 .7312 4.7278

-.0998 .81560 .999 -2.2023 2.0026 -1.2957 .84327 .125 -2.9525 .3611 -4.1250* .88055 .000 -5.8551 -2.3949 -4.0252* .70794 .000 -5.4161 -2.6342

1.2957 .84327 .125 -.3611 2.9525

-2.8293* .93548 .003 -4.6673 -.9914 -2.7295* .77520 .000 -4.2526 -1.2064 4.1250* .88055 .000 2.3949 5.8551

2.8293* .93548 .003 .9914 4.6673

.0998 .81560 .903 -1.5026 1.7023 4.0252* .70794 .000 2.6342 5.4161 2.7295* .77520 .000 1.2064 4.2526 -.0998 .81560 .903 -1.7023 1.5026 -1.2957 .84327 .750 -3.5294 .9380 -4.1250* .88055 .000 -6.4575 -1.7925 -4.0252* .70794 .000 -5.9004 -2.1499

1.2957 .84327 .750 -.9380 3.5294

-2.8293* .93548 .016 -5.3073 -.3514 -2.7295* .77520 .003 -4.7829 -.6761 4.1250* .88055 .000 1.7925 6.4575

2.8293* .93548 .016 .3514 5.3073

.0998 .81560 1.000 -2.0606 2.2603 4.0252* .70794 .000 2.1499 5.9004

2.7295* .77520 .003 .6761 4.7829

-.0998 .81560 1.000 -2.2603 2.0606 (J) 土壤

SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML (I) 土壤 SM

CL Tukey HSD

LSD

Bonferroni

Mean Difference

(I-J) Std. Error Sig. Lower Bound Upper Bound 95% Confidence Interval

The mean difference is significant at the .05 level.

(二) 粗粒含量( )

x

₇ 的多重比較表

Multiple Comparisons Dependent Variable: 粗粒含量

.2456 1.72848 .999 -4.2092 4.7004 37.5990* 1.83931 .000 32.8586 42.3394 38.8668* 1.47237 .000 35.0722 42.6615 -.2456 1.72848 .999 -4.7004 4.2092 37.3534* 1.93818 .000 32.3582 42.3486 38.6212* 1.59415 .000 34.5127 42.7298 -37.5990* 1.83931 .000 -42.3394 -32.8586 -37.3534* 1.93818 .000 -42.3486 -32.3582 1.2679 1.71370 .881 -3.1488 5.6845 -38.8668* 1.47237 .000 -42.6615 -35.0722 -38.6212* 1.59415 .000 -42.7298 -34.5127 -1.2679 1.71370 .881 -5.6845 3.1488 .2456 1.72848 .887 -3.1500 3.6412 37.5990* 1.83931 .000 33.9857 41.2123 38.8668* 1.47237 .000 35.9744 41.7593 -.2456 1.72848 .887 -3.6412 3.1500 37.3534* 1.93818 .000 33.5459 41.1609 38.6212* 1.59415 .000 35.4896 41.7529 -37.5990* 1.83931 .000 -41.2123 -33.9857 -37.3534* 1.93818 .000 -41.1609 -33.5459 1.2679 1.71370 .460 -2.0987 4.6344 -38.8668* 1.47237 .000 -41.7593 -35.9744 -38.6212* 1.59415 .000 -41.7529 -35.4896 -1.2679 1.71370 .460 -4.6344 2.0987 .2456 1.72848 1.000 -4.3319 4.8231 37.5990* 1.83931 .000 32.7280 42.4700 38.8668* 1.47237 .000 34.9676 42.7661 -.2456 1.72848 1.000 -4.8231 4.3319 37.3534* 1.93818 .000 32.2206 42.4862 38.6212* 1.59415 .000 34.3995 42.8430 -37.5990* 1.83931 .000 -42.4700 -32.7280 -37.3534* 1.93818 .000 -42.4862 -32.2206 1.2679 1.71370 1.000 -3.2705 5.8062 -38.8668* 1.47237 .000 -42.7661 -34.9676 -38.6212* 1.59415 .000 -42.8430 -34.3995 -1.2679 1.71370 1.000 -5.8062 3.2705 (J) 土壤

SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML (I) 土壤 SM

CL Tukey HSD

LSD

Bonferroni

Mean Difference

(I-J) Std. Error Sig. Lower BoundUpper Bound 95% Confidence Interval

The mean difference is significant at the .05 level.

(三) 細粒含量( )

x

₈ 的多重比較表

Multiple Comparisons Dependent Variable: 細粒含量

.4983 1.67834 .991 -3.8273 4.8238 -37.7608* 1.78595 .000 -42.3637 -33.1579 -38.8061* 1.42965 .000 -42.4907 -35.1215 -.4983 1.67834 .991 -4.8238 3.8273 -38.2591* 1.88195 .000 -43.1093 -33.4088 -39.3043* 1.54790 .000 -43.2937 -35.3150 37.7608* 1.78595 .000 33.1579 42.3637 38.2591* 1.88195 .000 33.4088 43.1093 -1.0453 1.66398 .923 -5.3338 3.2432 38.8061* 1.42965 .000 35.1215 42.4907 39.3043* 1.54790 .000 35.3150 43.2937 1.0453 1.66398 .923 -3.2432 5.3338 .4983 1.67834 .767 -2.7988 3.7953 -37.7608* 1.78595 .000 -41.2693 -34.2523 -38.8061* 1.42965 .000 -41.6146 -35.9975 -.4983 1.67834 .767 -3.7953 2.7988 -38.2591* 1.88195 .000 -41.9561 -34.5620 -39.3043* 1.54790 .000 -42.3452 -36.2635 37.7608* 1.78595 .000 34.2523 41.2693 38.2591* 1.88195 .000 34.5620 41.9561 -1.0453 1.66398 .530 -4.3141 2.2236 38.8061* 1.42965 .000 35.9975 41.6146 39.3043* 1.54790 .000 36.2635 42.3452 1.0453 1.66398 .530 -2.2236 4.3141 .4983 1.67834 1.000 -3.9464 4.9429 -37.7608* 1.78595 .000 -42.4905 -33.0311 -38.8061* 1.42965 .000 -42.5922 -35.0200 -.4983 1.67834 1.000 -4.9429 3.9464 -38.2591* 1.88195 .000 -43.2430 -33.2752 -39.3043* 1.54790 .000 -43.4036 -35.2051 37.7608* 1.78595 .000 33.0311 42.4905 38.2591* 1.88195 .000 33.2752 43.2430 -1.0453 1.66398 1.000 -5.4519 3.3614 38.8061* 1.42965 .000 35.0200 42.5922 39.3043* 1.54790 .000 35.2051 43.4036 1.0453 1.66398 1.000 -3.3614 5.4519 (J) 土壤

SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML (I) 土壤 SM

CL Tukey HSD

LSD

Bonferroni

Mean Difference

(I-J) Std. Error Sig. Lower BoundUpper Bound 95% Confidence Interval

The mean difference is significant at the .05 level.

(四) 壓縮指數(

x

₁₄)的多重比較表

Multiple Comparisons Dependent Variable: 壓縮指數

-.0428* .00920 .000 -.0665 -.0191 -.0376* .00956 .001 -.0623 -.0130 -.0481* .00768 .000 -.0679 -.0284 .0428* .00920 .000 .0191 .0665 .0052 .01022 .957 -.0212 .0316 -.0053 .00849 .924 -.0272 .0166 .0376* .00956 .001 .0130 .0623 -.0052 .01022 .957 -.0316 .0212 -.0105 .00888 .637 -.0334 .0124 .0481* .00768 .000 .0284 .0679 .0053 .00849 .924 -.0166 .0272 .0105 .00888 .637 -.0124 .0334 -.0428* .00920 .000 -.0609 -.0247 -.0376* .00956 .000 -.0564 -.0189 -.0481* .00768 .000 -.0632 -.0331 .0428* .00920 .000 .0247 .0609 .0052 .01022 .611 -.0149 .0253 -.0053 .00849 .532 -.0220 .0114 .0376* .00956 .000 .0189 .0564 -.0052 .01022 .611 -.0253 .0149 -.0105 .00888 .237 -.0280 .0069 .0481* .00768 .000 .0331 .0632 .0053 .00849 .532 -.0114 .0220 .0105 .00888 .237 -.0069 .0280 -.0428* .00920 .000 -.0672 -.0185 -.0376* .00956 .001 -.0629 -.0123 -.0481* .00768 .000 -.0685 -.0278 .0428* .00920 .000 .0185 .0672 .0052 .01022 1.000 -.0219 .0323 -.0053 .00849 1.000 -.0278 .0172 .0376* .00956 .001 .0123 .0629 -.0052 .01022 1.000 -.0323 .0219 -.0105 .00888 1.000 -.0340 .0130 .0481* .00768 .000 .0278 .0685 .0053 .00849 1.000 -.0172 .0278 .0105 .00888 1.000 -.0130 .0340 (J) 土壤

SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML (I) 土壤 SM

CL Tukey HSD

LSD

Bonferroni

Mean Difference

(I-J) Std. Error Sig. Lower BoundUpper Bound 95% Confidence Interval

The mean difference is significant at the .05 level.

附錄三：多重比較(當變異數不全相等時)

(一) 塑性限度( )

x

₆ 的多重比較

Multiple Comparisons Dependent Variable: 塑性限度

5.3314* .97213 .000 2.7381 7.9246

18.6404* .91299 .000 16.1993 21.0814

14.3596* .83379 .000 12.1209 16.5983

-5.3314* .97213 .000 -7.9246 -2.7381

13.3090* .77818 .000 11.2382 15.3798

9.0283* .68354 .000 7.2067 10.8498

-18.6404* .91299 .000 -21.0814 -16.1993

-13.3090* .77818 .000 -15.3798 -11.2382

-4.2808* .59644 .000 -5.8703 -2.6913

-14.3596* .83379 .000 -16.5983 -12.1209

-9.0283* .68354 .000 -10.8498 -7.2067

4.2808* .59644 .000 2.6913 5.8703

5.3314* .97213 .000 2.7397 7.9230

18.6404* .91299 .000 16.2011 21.0796

14.3596* .83379 .000 12.1230 16.5962

-5.3314* .97213 .000 -7.9230 -2.7397

13.3090* .77818 .000 11.2393 15.3788

9.0283* .68354 .000 7.2078 10.8487

-18.6404* .91299 .000 -21.0796 -16.2011

-13.3090* .77818 .000 -15.3788 -11.2393

-4.2808* .59644 .000 -5.8693 -2.6922

-14.3596* .83379 .000 -16.5962 -12.1230

-9.0283* .68354 .000 -10.8487 -7.2078

4.2808* .59644 .000 2.6922 5.8693

5.3314* .97213 .000 2.8046 7.8581

18.6404* .91299 .000 16.2628 21.0180

14.3596* .83379 .000 12.1805 16.5387

-5.3314* .97213 .000 -7.8581 -2.8046

13.3090* .77818 .000 11.2905 15.3275

9.0283* .68354 .000 7.2531 10.8034

-18.6404* .91299 .000 -21.0180 -16.2628

-13.3090* .77818 .000 -15.3275 -11.2905

-4.2808* .59644 .000 -5.8297 -2.7318

-14.3596* .83379 .000 -16.5387 -12.1805

-9.0283* .68354 .000 -10.8034 -7.2531

4.2808* .59644 .000 2.7318 5.8297

5.3314* .97213 2.7798 7.8829

18.6404* .91299 16.2405 21.0403

14.3596* .83379 12.1711 16.5481

-5.3314* .97213 -7.8829 -2.7798

13.3090* .77818 11.2717 15.3464

9.0283* .68354 7.2447 10.8118

-18.6404* .91299 -21.0403 -16.2405

-13.3090* .77818 -15.3464 -11.2717

-4.2808* .59644 -5.8396 -2.7219

-14.3596* .83379 -16.5481 -12.1711

-9.0283* .68354 -10.8118 -7.2447

4.2808* .59644 2.7219 5.8396

(J) 土壤 SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML (I) 土壤 SM

CL Tamhane

Dunnett T3

Games-Howell

Dunnett C

Mean Difference

(I-J) Std. Error Sig. Lower Bound Upper Bound 95% Confidence Interval

The mean difference is significant at the .05 level.

(二) 滲透係數( )

x

₉ 的多重比較

Multiple Comparisons Dependent Variable: 滲透係數

-4620.1354 2152.50113 .182 -10335.8584 1095.5876 -1697.4875 2632.45243 .988 -8718.0366 5323.0615 6528.8521* 1534.22749 .000 2437.2573 10620.4469 4620.1354 2152.50113 .182 -1095.5876 10335.8584 2922.6479 2683.31837 .858 -4233.1487 10078.4445 11148.9875* 1619.95237 .000 6809.3800 15488.5950 1697.4875 2632.45243 .988 -5323.0615 8718.0366 -2922.6479 2683.31837 .858 -10078.4445 4233.1487 8226.3396* 2218.28545 .002 2248.7586 14203.9206 -6528.8521* 1534.22749 .000 -10620.4469 -2437.2573 -11148.9875* 1619.95237 .000 -15488.5950 -6809.3800 -8226.3396* 2218.28545 .002 -14203.9206 -2248.7586 -4620.1354 2152.50113 .181 -10333.5343 1093.2635 -1697.4875 2632.45243 .987 -8713.7398 5318.7647 6528.8521* 1534.22749 .000 2439.7580 10617.9462 4620.1354 2152.50113 .181 -1093.2635 10333.5343 2922.6479 2683.31837 .855 -4228.7889 10074.0847 11148.9875* 1619.95237 .000 6812.9945 15484.9806 1697.4875 2632.45243 .987 -5318.7647 8713.7398 -2922.6479 2683.31837 .855 -10074.0847 4228.7889 8226.3396* 2218.28545 .002 2255.5697 14197.1095 -6528.8521* 1534.22749 .000 -10617.9462 -2439.7580 -11148.9875* 1619.95237 .000 -15484.9806 -6812.9945 -8226.3396* 2218.28545 .002 -14197.1095 -2255.5697 -4620.1354 2152.50113 .142 -10193.2931 953.0222 -1697.4875 2632.45243 .917 -8538.3056 5143.3305 6528.8521* 1534.22749 .000 2541.9939 10515.7102 4620.1354 2152.50113 .142 -953.0222 10193.2931 2922.6479 2683.31837 .697 -4050.0175 9895.3133 11148.9875* 1619.95237 .000 6923.4468 15374.5282 1697.4875 2632.45243 .917 -5143.3305 8538.3056 -2922.6479 2683.31837 .697 -9895.3133 4050.0175 8226.3396* 2218.28545 .002 2411.3493 14041.3299 -6528.8521* 1534.22749 .000 -10515.7102 -2541.9939 -11148.9875* 1619.95237 .000 -15374.5282 -6923.4468 -8226.3396* 2218.28545 .002 -14041.3299 -2411.3493 -4620.1354 2152.50113 -10236.1532 995.8823 -1697.4875 2632.45243 -8590.2805 5195.3055 6528.8521* 1534.22749 2535.9864 10521.7178 4620.1354 2152.50113 -995.8823 10236.1532 2922.6479 2683.31837 -4111.6480 9956.9438 11148.9875* 1619.95237 6916.5977 15381.3774 1697.4875 2632.45243 -5195.3055 8590.2805 -2922.6479 2683.31837 -9956.9438 4111.6480 8226.3396* 2218.28545 2405.2965 14047.3827 -6528.8521* 1534.22749 -10521.7178 -2535.9864 -11148.9875* 1619.95237 -15381.3774 -6916.5977 -8226.3396* 2218.28545 -14047.3827 -2405.2965 (J) 土壤

SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML (I) 土壤 SM

CL Tamhane

Dunnett T3

Games-Howell

Dunnett C

Mean Difference

(I-J) Std. Error Sig. Lower Bound Upper Bound 95% Confidence Interval

The mean difference is significant at the .05 level.

(三) 最大乾密度(

x

₁₀)的多重比較

Multiple Comparisons Dependent Variable: 最大乾密度

-.1350 .18501 .977 -.6269 .3568

.9435* .17276 .000 .4834 1.4036

.1680 .13512 .766 -.1904 .5265

.1350 .18501 .977 -.3568 .6269

1.0785* .19998 .000 .5463 1.6108

.3031 .16853 .370 -.1460 .7522

-.9435* .17276 .000 -1.4036 -.4834

-1.0785* .19998 .000 -1.6108 -.5463

-.7754* .15499 .000 -1.1896 -.3613

-.1680 .13512 .766 -.5265 .1904

-.3031 .16853 .370 -.7522 .1460

.7754* .15499 .000 .3613 1.1896

-.1350 .18501 .976 -.6267 .3566

.9435* .17276 .000 .4836 1.4033

.1680 .13512 .763 -.1903 .5264

.1350 .18501 .976 -.3566 .6267

1.0785* .19998 .000 .5466 1.6105

.3031 .16853 .367 -.1458 .7520

-.9435* .17276 .000 -1.4033 -.4836

-1.0785* .19998 .000 -1.6105 -.5466

-.7754* .15499 .000 -1.1893 -.3616

-.1680 .13512 .763 -.5264 .1903

-.3031 .16853 .367 -.7520 .1458

.7754* .15499 .000 .3616 1.1893

-.1350 .18501 .885 -.6145 .3445

.9435* .17276 .000 .4951 1.3919

.1680 .13512 .600 -.1815 .5176

.1350 .18501 .885 -.3445 .6145

1.0785* .19998 .000 .5598 1.5973

.3031 .16853 .278 -.1346 .7408

-.9435* .17276 .000 -1.3919 -.4951

-1.0785* .19998 .000 -1.5973 -.5598

-.7754* .15499 .000 -1.1789 -.3720

-.1680 .13512 .600 -.5176 .1815

-.3031 .16853 .278 -.7408 .1346

.7754* .15499 .000 .3720 1.1789

-.1350 .18501 -.6179 .3478

.9435* .17276 .4911 1.3959

.1680 .13512 -.1833 .5194

.1350 .18501 -.3478 .6179

1.0785* .19998 .5546 1.6025

.3031 .16853 -.1366 .7427

-.9435* .17276 -1.3959 -.4911

-1.0785* .19998 -1.6025 -.5546

-.7754* .15499 -1.1814 -.3695

-.1680 .13512 -.5194 .1833

-.3031 .16853 -.7427 .1366

.7754* .15499 .3695 1.1814

(J) 土壤 SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML (I) 土壤 SM

CL Tamhane

Dunnett T3

Games-Howell

Dunnett C

Mean Difference

(I-J) Std. Error Sig. Lower Bound Upper Bound 95% Confidence Interval

The mean difference is significant at the .05 level.

(四) 最佳含水量(

x

₁₁)的多重比較

Multiple Comparisons Dependent Variable: 最佳含水量

-.7562 .47129 .503 -2.0078 .4954

-3.7882* .58647 .000 -5.3529 -2.2235

-.3557 .39545 .937 -1.4060 .6946

.7562 .47129 .503 -.4954 2.0078

-3.0320* .58630 .000 -4.5969 -1.4672

.4005 .39521 .894 -.6511 1.4521

3.7882* .58647 .000 2.2235 5.3529

3.0320* .58630 .000 1.4672 4.5969

3.4325* .52727 .000 2.0187 4.8464

.3557 .39545 .937 -.6946 1.4060

-.4005 .39521 .894 -1.4521 .6511

-3.4325* .52727 .000 -4.8464 -2.0187

-.7562 .47129 .501 -2.0073 .4949

-3.7882* .58647 .000 -5.3519 -2.2245

-.3557 .39545 .936 -1.4056 .6942

.7562 .47129 .501 -.4949 2.0073

-3.0320* .58630 .000 -4.5959 -1.4682

.4005 .39521 .892 -.6506 1.4516

3.7882* .58647 .000 2.2245 5.3519

3.0320* .58630 .000 1.4682 4.5959

3.4325* .52727 .000 2.0199 4.8451

.3557 .39545 .936 -.6942 1.4056

-.4005 .39521 .892 -1.4516 .6506

-3.4325* .52727 .000 -4.8451 -2.0199

-.7562 .47129 .378 -1.9766 .4642

-3.7882* .58647 .000 -5.3127 -2.2637

-.3557 .39545 .805 -1.3798 .6684

.7562 .47129 .378 -.4642 1.9766

-3.0320* .58630 .000 -4.5566 -1.5074

.4005 .39521 .742 -.6245 1.4255

3.7882* .58647 .000 2.2637 5.3127

3.0320* .58630 .000 1.5074 4.5566

3.4325* .52727 .000 2.0561 4.8090

.3557 .39545 .805 -.6684 1.3798

-.4005 .39521 .742 -1.4255 .6245

-3.4325* .52727 .000 -4.8090 -2.0561

-.7562 .47129 -1.9863 .4739

-3.7882* .58647 -5.3251 -2.2513

-.3557 .39545 -1.3847 .6734

.7562 .47129 -.4739 1.9863

-3.0320* .58630 -4.5700 -1.4940

.4005 .39521 -.6302 1.4312

3.7882* .58647 2.2513 5.3251

3.0320* .58630 1.4940 4.5700

3.4325* .52727 2.0500 4.8150

.3557 .39545 -.6734 1.3847

-.4005 .39521 -1.4312 .6302

-3.4325* .52727 -4.8150 -2.0500

(J) 土壤 SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML (I) 土壤 SM

CL Tamhane

Dunnett T3

Games-Howell

Dunnett C

Mean Difference

(I-J) Std. Error Sig. Lower Bound Upper Bound 95% Confidence Interval

The mean difference is significant at the .05 level.

(五) 無圍壓縮強度(

x

₁₂)的多重比較

Multiple Comparisons Dependent Variable: 無圍壓縮強度

-.6492 3.96175 1.000 -11.1661 9.8677

-32.1140* 6.56222 .000 -49.6659 -14.5621

-41.6637* 5.31027 .000 -55.7251 -27.6024

.6492 3.96175 1.000 -9.8677 11.1661

-31.4648* 6.41709 .000 -48.6527 -14.2769

-41.0146* 5.12983 .000 -54.6063 -27.4228

32.1140* 6.56222 .000 14.5621 49.6659

31.4648* 6.41709 .000 14.2769 48.6527

-9.5498 7.32684 .726 -29.0497 9.9502

41.6637* 5.31027 .000 27.6024 55.7251

41.0146* 5.12983 .000 27.4228 54.6063

9.5498 7.32684 .726 -9.9502 29.0497

-.6492 3.96175 1.000 -11.1619 9.8635

-32.1140* 6.56222 .000 -49.6526 -14.5753

-41.6637* 5.31027 .000 -55.7211 -27.6063

.6492 3.96175 1.000 -9.8635 11.1619

-31.4648* 6.41709 .000 -48.6385 -14.2911

-41.0146* 5.12983 .000 -54.6021 -27.4270

32.1140* 6.56222 .000 14.5753 49.6526

31.4648* 6.41709 .000 14.2911 48.6385

-9.5498 7.32684 .723 -29.0397 9.9402

41.6637* 5.31027 .000 27.6063 55.7211

41.0146* 5.12983 .000 27.4270 54.6021

9.5498 7.32684 .723 -9.9402 29.0397

-.6492 3.96175 .998 -10.9042 9.6058

-32.1140* 6.56222 .000 -49.2087 -15.0192

-41.6637* 5.31027 .000 -55.3803 -27.9472

.6492 3.96175 .998 -9.6058 10.9042

-31.4648* 6.41709 .000 -48.2013 -14.7283

-41.0146* 5.12983 .000 -54.2718 -27.7573

32.1140* 6.56222 .000 15.0192 49.2087

31.4648* 6.41709 .000 14.7283 48.2013

-9.5498 7.32684 .562 -28.5566 9.4571

41.6637* 5.31027 .000 27.9472 55.3803

41.0146* 5.12983 .000 27.7573 54.2718

9.5498 7.32684 .562 -9.4571 28.5566

-.6492 3.96175 -10.9825 9.6841

-32.1140* 6.56222 -49.3053 -14.9227

-41.6637* 5.31027 -55.4456 -27.8819

.6492 3.96175 -9.6841 10.9825

-31.4648* 6.41709 -48.2919 -14.6377

-41.0146* 5.12983 -54.3392 -27.6899

32.1140* 6.56222 14.9227 49.3053

31.4648* 6.41709 14.6377 48.2919

-9.5498 7.32684 -28.6888 9.5893

41.6637* 5.31027 27.8819 55.4456

41.0146* 5.12983 27.6899 54.3392

9.5498 7.32684 -9.5893 28.6888

(J) 土壤 SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML (I) 土壤 SM

CL Tamhane

Dunnett T3

Games-Howell

Dunnett C

Mean Difference

(I-J) Std. Error Sig. Lower Bound Upper Bound 95% Confidence Interval

The mean difference is significant at the .05 level.

(六) 內摩擦角(

x

₁₃)的多重比較

Multiple Comparisons Dependent Variable: 內摩擦角

-.1744 .97907 1.000 -2.7746 2.4258

2.3973 1.10627 .174 -.5434 5.3379

3.0802* .91669 .006 .6455 5.5149

.1744 .97907 1.000 -2.4258 2.7746

2.5717 .97130 .053 -.0176 5.1609

3.2546* .74826 .000 1.2672 5.2420

-2.3973 1.10627 .174 -5.3379 .5434

-2.5717 .97130 .053 -5.1609 .0176

.6829 .90839 .973 -1.7414 3.1073

-3.0802* .91669 .006 -5.5149 -.6455

-3.2546* .74826 .000 -5.2420 -1.2672

-.6829 .90839 .973 -3.1073 1.7414

-.1744 .97907 1.000 -2.7735 2.4248

2.3973 1.10627 .174 -.5420 5.3366

3.0802* .91669 .006 .6466 5.5139

.1744 .97907 1.000 -2.4248 2.7735

2.5717 .97130 .052 -.0161 5.1594

3.2546* .74826 .000 1.2681 5.2412

-2.3973 1.10627 .174 -5.3366 .5420

-2.5717 .97130 .052 -5.1594 .0161

.6829 .90839 .972 -1.7399 3.1057

-3.0802* .91669 .006 -5.5139 -.6466

-3.2546* .74826 .000 -5.2412 -1.2681

-.6829 .90839 .972 -3.1057 1.7399

-.1744 .97907 .998 -2.7097 2.3609

2.3973 1.10627 .136 -.4695 5.2641

3.0802* .91669 .005 .7063 5.4541

.1744 .97907 .998 -2.3609 2.7097

2.5717* .97130 .044 .0485 5.0948

3.2546* .74826 .000 1.3169 5.1923

-2.3973 1.10627 .136 -5.2641 .4695

-2.5717* .97130 .044 -5.0948 -.0485

.6829 .90839 .876 -1.6791 3.0449

-3.0802* .91669 .005 -5.4541 -.7063

-3.2546* .74826 .000 -5.1923 -1.3169

-.6829 .90839 .876 -3.0449 1.6791

-.1744 .97907 -2.7282 2.3794

2.3973 1.10627 -.4948 5.2894

3.0802* .91669 .6960 5.4644

.1744 .97907 -2.3794 2.7282

2.5717* .97130 .0254 5.1180

3.2546* .74826 1.3044 5.2049

-2.3973 1.10627 -5.2894 .4948

-2.5717* .97130 -5.1180 -.0254

.6829 .90839 -1.6931 3.0590

-3.0802* .91669 -5.4644 -.6960

-3.2546* .74826 -5.2049 -1.3044

-.6829 .90839 -3.0590 1.6931

(J) 土壤 SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML SC ML CL SM ML CL SM SC CL SM SC ML (I) 土壤 SM

CL Tamhane

Dunnett T3

Games-Howell

Dunnett C

Mean Difference

(I-J) Std. Error Sig. Lower Bound Upper Bound 95% Confidence Interval

The mean difference is significant at the .05 level.

附錄四：圖 4.3 與圖 4.4 的 S-PLUS 程式

(一) SM 的卡方圖

> mu1_apply(na.omit(data10)[1:37,1:10],2,mean)

> s1_var(na.omit(data10)[1:37,1:10])

> md1_mahalanobis((na.omit(data10)[1:37,1:10]),mu1,s1)

> plot(qchisq(((1:37)-0.5)/37,10),sort(md1))

> title("Chi-square plot for SM") (二) SC 的卡方圖

> mu2_apply(na.omit(data10)[38:95,1:10],2,mean)

> s2_var(na.omit(data10)[ 38:95,1:10])

> md2_mahalanobis((na.omit(data10)[ 38:95,1:10]),mu2,s2)

> plot(qchisq(((1:58)-0.5)/58,10),sort(md2)

> title("Chi-square plot for SC") (三) ML 的卡方圖

> mu3_apply(na.omit(data1)[96:147,1:10],2,mean)

> s3_var(na.omit(data10)[96:147,1:10])

> md3_mahalanobis((na.omit(data10)[96:147,1:10]),mu3,s3)

> plot(qchisq(((1:52)-0.5)/52,10),sort(md3))

> title("Chi-square plot for ML") (四) CL 的卡方圖

> mu4_apply(na.omit(data1)[148:279,1:10],2,mean)

> s4_var(na.omit(data10)[148:279,1:10])

> md4_mahalanobis((na.omit(data10)[148:279,1:10]),mu4,s4)

> plot(qchisq(((1:132)-0.5)/132,10),sort(md4))

> title("Chi-square plot for CL")

在文檔中中華大學 (頁 117-151)