Assalamualaikum wr.wb
APLIKASI MANUALISASI
1. a= 4 b= 4 c=4
FK =(3379.8)2/4X4X4 =11423048/64 = 178485.13
JKA =1/4x4[(679.3)2 +(854.5)2 +(868.9)2+(977.1)2]- 178485.13
=1 /16 [461448.49+730170.25+754987.21+954724.41] - 178485.13
= 2901330.3/16 - 178485.13 = 2848.01
JKB = 1/4x4 [(965.3)2+(936.8)2+ (733.8)2+(743.9)2] – 178485.13
= 1 /16 [931804.09 + 877594.24 + 538462.44+553387.21] – 178485.13
= 2901247.9/16 - 178485.13 = 2842.86
JKAB = 1/4 [(190.6)2+(195.7)2+(141.8)2+(151.2)2+(234.8)2+
(262.4)2+(173.3)2+(184.0)2+(253.8)2+(211.1)2+(204.9)2+(199.1)2+(286.1)2+
(267.6)2+(213.8)2+(209.6)2 - 178485.13 – 2848.01 – 2842.86
= 1 /4 [36328.36+38298.49+20107.24+22861.44+55131.04+
68853.76+30032.89+33856+64414.44+44563.21+41984.01+
39640.81+81853.21+71609.76+45710.44+43932.16] – 178485.13 –
2848.01 – 2842.86 = 739177.26/4 - 178485.13 – 2848.01 – 2842.86 = 618.32
JKT = [(42.9)+(41.6)+(28.9)+(30.8)+. . .+(56.6)+(47.4)] – 178485.13
= 186269.4 – 178485.13 = 7784.28
JKS = 7784.28 – 2848.01 – 2842.86 – 618.32 = 1475.09
KTA = 2848.01/(4-1) = 949.33667
KTB = 2842.86/(4-1) = 947.62
KTAB = 618.32/(4-1) (4-1) = 68.702222
KTS = 1475.09/(4x4(4-1))= 1475.09/48 = 30.731042
SK DB JK KT F
A 3 2848.01 949.33667 30.891
B 3 2842.86 947.62 30.835
AB 9 618.32 68.702222 2.235
SISA 48 1475.09 30.731042
TOTAL 63 7784.28
APLIKASI SAS
2.)
Analysis of Variance Procedure
Class Level Information
Class Levels Values
FAKTRA 3 Clinton Vicland branch
FAKTRB 6 1 2 Agrox Ceresan Kontrol Panogen
Number of observations in data set = 64
NOTE: Due to missing values, only 56 observations can be used in this analysis.
Panen GANDUM 02:35 Tuesday, June 17, 1997 2
Analysis of Variance Procedure
Dependent Variable: HASIL
Source DF Sum of Squares Mean Square F Value Pr > F
Model 9 42109.96303571 4678.88478175 129.25 0.0001
Error 46 1665.22250000 36.20048913
Corrected Total 55 43775.18553571
R-Square C.V. Root MSE HASIL Mean
0.961960 22.97227 6.01668423 26.19107143
Source DF Anova SS Mean Square F Value Pr > F
FAKTRA 2 23685.33366071 11842.66683036 327.14 0.0001
FAKTRB 5 41922.20178571 8384.44035714 231.61 0.0001
FAKTRA*FAKTRB 2 0.00000000 0.00000000 0.00 1.0000
Panen GANDUM 02:35 Tuesday, June 17, 1997 3
Analysis of Variance Procedure
T tests (LSD) for variable: HASIL
NOTE: This test controls the type I comparisonwise error rate not the
experimentwise error rate.
Alpha= 0.05 Confidence= 0.95 df= 46 MSE= 36.20049
Critical Value of T= 2.01290
Comparisons significant at the 0.05 level are indicated by '***'.
Lower Difference Upper
FAKTRA Confidence Between Confidence
Comparison Limit Means Limit
branch - Clinton -0.538 3.744 8.026
branch - Vicland 39.422 43.331 47.240 ***
Clinton - branch -8.026 -3.744 0.538
Clinton - Vicland 35.679 39.588 43.496 ***
Vicland - branch -47.240 -43.331 -39.422 ***
Vicland - Clinton -43.496 -39.588 -35.679 ***
Panen GANDUM 02:35 Tuesday, June 17, 1997 4
Analysis of Variance Procedure
T tests (LSD) for variable: HASIL
NOTE: This test controls the type I comparisonwise error rate not the
experimentwise error rate.
Alpha= 0.05 Confidence= 0.95 df= 46 MSE= 36.20049
Critical Value of T= 2.01290
Comparisons significant at the 0.05 level are indicated by '***'.
Lower Difference Upper
FAKTRB Confidence Between Confidence
Comparison Limit Means Limit
Agrox - Kontrol -5.318 0.737 6.793
Agrox - Panogen -4.180 1.875 7.930
Agrox - Ceresan 50.095 56.150 62.205 ***
Agrox - 1 50.622 56.150 61.678 ***
Agrox - 2 50.622 56.150 61.678 ***
Kontrol - Agrox -6.793 -0.737 5.318
Kontrol - Panogen -4.918 1.137 7.193
Kontrol - Ceresan 49.357 55.413 61.468 ***
Kontrol - 1 49.885 55.413 60.940 ***
Kontrol - 2 49.885 55.413 60.940 ***
Panogen - Agrox -7.930 -1.875 4.180
Panogen - Kontrol -7.193 -1.137 4.918
Panogen - Ceresan 48.220 54.275 60.330 ***
Panogen - 1 48.747 54.275 59.803 ***
Panogen - 2 48.747 54.275 59.803 ***
Ceresan - Agrox -62.205 -56.150 -50.095 ***
Ceresan - Kontrol -61.468 -55.413 -49.357 ***
Ceresan - Panogen -60.330 -54.275 -48.220 ***
Ceresan - 1 -5.528 0.000 5.528
Ceresan - 2 -5.528 0.000 5.528
1 - Agrox -61.678 -56.150 -50.622 ***
1 - Kontrol -60.940 -55.413 -49.885 ***
1 - Panogen -59.803 -54.275 -48.747 ***
1 - Ceresan -5.528 0.000 5.528
1 - 2 -4.944 0.000 4.944
2 - Agrox -61.678 -56.150 -50.622 ***
2 - Kontrol -60.940 -55.413 -49.885 ***
2 - Panogen -59.803 -54.275 -48.747 ***
2 - Ceresan -5.528 0.000 5.528
2 - 1 -4.944 0.000 4.944
Panen GANDUM 02:35 Tuesday, June 17, 1997 5
Analysis of Variance Procedure
Level of Level of ------------HASIL------------
FAKTRA FAKTRB N Mean SD
Clinton Agrox 4 56.0500000 5.3631458
Clinton Ceresan 4 2.5000000 1.2909944
Clinton Kontrol 4 53.9250000 7.9826374
Clinton Panogen 4 55.8750000 9.0599393
Vicland 1 12 2.5000000 1.1677484
Vicland 2 12 2.5000000 1.1677484
branch Agrox 4 61.2500000 11.3576699
branch Ceresan 4 2.5000000 1.2909944
branch Kontrol 4 61.9000000 10.6811360
branch Panogen 4 57.6750000 11.1395317
Wassalamualaikum wr.wb
By ; Muhamad Syarif
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