LAMPIRAN
Lampiran 1. Gambar pembuatan wafer.
Gambar 16. Adonan
batter
Gambar 17. Proses pemanggangan
batter
Lampiran 2. Perhitungan Uji Aktivitas Enzim
Rumus perhitungan :
)
10
(
/
)
(
7
,
0
menit
waktu
kontrol
absorbansi
sampel
absorbansi
kontrol
absorbansi
amilase
enzim
aktivitas
Sebelum analisa TDF
Nilai absorbansi kontrol
: 2,2345
Nilai absorbansi sampel
: 0,1912
Aktivitas enzim amilase
: 0,7 (2,2345-0,1912)/ 2,2345/10 = 0,065
Setelah analisa TDF
Nilai absorbansi kontrol
: 2,1730
Nilai absorbansi sampel
: 0,2281
Lampiran 3. Perhitungan Jumla
h β
-glukan
Total β
-glukan dari Serat Larut
Serat Larut
(TDF-ADF)
Total Gula Netral (98%
dari Serat Larut)
Total β
-glukan (80% dari
Total Gula Netral Serat
Larut)
13,54%
13,27%
10,62%
12,53%
12,28%
9,82%
12,87%
12,62%
10,09%
12,31%
12,06%
9,65%
11,49%
11,26%
9,01%
11,14%
10,91%
8,73%
Total β
-glukan dari Serat Tidak Larut
Serat Tidak
Larut (ADF)
Total Gula Netral (50%
dari ADF)
Total β
-glukan (42% dari
Total Gula Netral ADF)
5,67%
2,83%
1,19%
8,85%
4,42%
1,86%
10,23%
5,12%
2,15%
11,77%
5,88%
2,47%
12,28%
6,14%
2,58%
12,77%
6,38%
2,68%
Total β
-glukan
Total β
-glukan
Serat Larut
Total β
-glukan
Serat Tidak
Larut
Total β
-glukan
10,62%
1,19%
11,81%
9,82%
1,86%
11,68%
10,09%
2,15%
12,24%
9,65%
2,47%
12,12%
9,01%
2,58%
11,59%
8,73%
2,68%
11,41%
Lampiran 5. Kuisioner Uji Ranking Hedonik Antara Perlakuan Wafer Oat Bran
UJI HEDONIK RANKING
Nama
: ………
Tanggal : 21 Januari 2010
Produk : Wafer
Atribut : WARNA
Instruksi :
Di atas meja Anda, terdapat 6 (enam) sampel wafer. Silakan amati warna sampel dari
paling kiri hingga paling kanan, kemudian beri nilai sampel sesuai dengan tingkat
kesukaan Anda. 6 untuk sampel yang paling disukai dan 1 untuk sampel yang paling
tidak disukai.
Kode Sampel
Ranking ( TIDAK Boleh sama)
_____
_______
_____
_______
_____
_______
_____
_______
_____
_______
_____
_______
Terima Kasih
UJI HEDONIK RANKING
Nama
: ………
Tanggal : 21 Januari 2010
Produk : Wafer
Atribut : RASA
Instruksi :
Berkumur-kumurlah dahulu dengan air yang telah disediakan sebelum menguji setiap
sampel.
Di atas meja Anda, terdapat 6 (enam) sampel wafer. Silakan cicipi sampel dari paling
kiri hingga paling kanan, rasakan masing-masing dan beri nilai sesuai dengan tingkat
kesukaan Anda. Anda dapat mengulang sesering yang Anda butuhkan. 6 untuk sampel
yang paling disukai dan 1 untuk sampel yang paling tidak disukai.
Kode Sampel
Ranking ( TIDAK Boleh sama)
_____
_______
_____
_______
_____
_______
_____
_______
_____
_______
_____
_______
UJI HEDONIK RANKING
Nama
: ………
Tanggal : 21 Januari 2010
Produk : Wafer
Atribut :
KEKERASAN
Instruksi :
Berkumur-kumurlah dahulu dengan air yang telah disediakan sebelum menguji setiap
sampel.
Di atas meja Anda, terdapat 6 (enam) sampel wafer. Silakan gigit sampel dengan gigi
seri dari paling kiri hingga paling kanan, rasakan kekerasannya. Kemudian beri nilai
sampel sesuai dengan kesukaan Anda. Anda dapat mengulang sesering yang Anda
butuhkan. 6 untuk sampel yang paling disukai dan 1 untuk sampel yang paling tidak
disukai.
Kode Sampel
Ranking ( TIDAK Boleh sama)
_____
_______
_____
_______
_____
_______
_____
_______
_____
_______
_____
_______
Terima Kasih
UJI HEDONIK RANKING
Nama
: ………
Tanggal : 21 Januari 2010
Produk : Wafer
Atribut :
KERENYAHAN
Instruksi :
Berkumur-kumurlah dahulu dengan air yang telah disediakan sebelum menguji setiap
sampel.
Di atas meja Anda, terdapat 6 (enam) sampel wafer. Silakan gigit sampel dari paling kiri
hingga paling kanan, rasakan kerenyahannya (lewat pendengaran). Kemudian beri nilai
sampel sesuai dengan kesukaan Anda. Anda dapat mengulang sesering yang Anda
butuhkan. 6 untuk sampel yang paling disukai dan 1 untuk sampel yang paling tidak
disukai.
Kode Sampel
Ranking ( TIDAK Boleh sama)
_____
_______
_____
_______
_____
_______
_____
_______
_____
_______
_____
_______
55
Lampiran 6. Worksheet Uji Ranking Hedonik Antara Perlakuan Wafer Oat Bran
Tanggal Uji
: 21 Januari 2011
Jenis Sampel : Wafer
Identifikasi Sampel
Kode
Kontrol
A
Oat 5%
B
Oat 10%
C
Oat 15%
D
Oat 20%
E
Oat 25%
F
Kode Kombinasi Urutan Penyajian
A B C D E F
: 1
B C D E F A
: 2
D E F A B C
: 3
F E D C B A
: 4
Penyajian
Booth
Panelis
Kode Sampel
Urutan PenyajianI
1 5 9 13 17 21 25 29 33
299 651 448 361 862 847
1II
2 6 10 14 18 22 26 30 34
313 918 765 237 633 348
2III
3 7 11 15 19 23 27 31 35
425 151 559 988 795 441
3IV
4 8 12 16 20 24 28 32 36
799 388 259 317 543 114
4Rekap Kode Sampel
Lampiran 7. Hasil Uji Normalitas Antara Perlakuan Wafer Oat Bran
Tests of Normality
Oat Bran 5% .285 6 .139 .901 6 .378 Oat Bran 10% .198 6 .200(*) .925 6 .543 Oat Bran 15% .248 6 .200(*) .937 6 .632 Oat Bran 20% .210 6 .200(*) .909 6 .430 Oat Bran 25% .295 6 .111 .830 6 .108 b Kontrol .204 6 .200(*) .936 6 .630 Oat Bran 5% .258 6 .200(*) .893 6 .333 Oat Bran 10% .233 6 .200(*) .902 6 .386 Oat Bran 15% .304 6 .087 .816 6 .082 Oat Bran 20% .223 6 .200(*) .888 6 .310 Oat Bran 25% .256 6 .200(*) .887 6 .302 TDF Kontrol .188 6 .200(*) .915 6 .473 Oat Bran 5% .175 6 .200(*) .955 6 .783 Oat Bran 10% .253 6 .200(*) .898 6 .360 Oat Bran 15% .242 6 .200(*) .944 6 .689 Oat Bran 20% .235 6 .200(*) .934 6 .611 Oat Bran 25% .222 6 .200(*) .927 6 .559 ADF Kontrol .292 6 .119 .836 6 .121 Oat Bran 5% .309 6 .076 .899 6 .367 Oat Bran 10% .153 6 .200(*) .965 6 .855 Oat Bran 15% .249 6 .200(*) .925 6 .541 Oat Bran 20% .185 6 .200(*) .927 6 .558 Oat Bran 25% .276 6 .169 .849 6 .154 Serat_Larut Kontrol .194 6 .200(*) .951 6 .751 Oat Bran 5% .235 6 .200(*) .956 6 .788 Oat Bran 10% .268 6 .200(*) .905 6 .404 Oat Bran 15% .188 6 .200(*) .896 6 .352 Oat Bran 20% .322 6 .051 .829 6 .106 Oat Bran 25% .242 6 .200(*) .901 6 .379 * This is a lower bound of the true significance.
a Lilliefors Significance Correction
Lampiran 8. Deskriptif Uji Statistik Antara Perlakuan Wafer Oat Bran
Descriptives
SAMPEL Statistic Std. Error
AIR Kontrol Mean 3.24306 .311100
95% Confidence
Interval for Mean
Lower Bound
2.44335
Upper Bound
4.04276
5% Trimmed Mean 3.25239
Median 3.38162
Variance .581
Std. Deviation .762035
Minimum 2.358
Maximum 3.960
Range 1.601
Skewness -.211 .845
Kurtosis -2.791 1.741
Oat Bran 5% Mean 2.42288 .126867
95% Confidence
Interval for Mean
Lower Bound
2.09676
Upper Bound
2.74900
5% Trimmed Mean 2.41926
Median 2.43259
Variance .097
Std. Deviation .310759
Minimum 2.032
Maximum 2.879
Range .846
Interquartile Range .577
Skewness .199 .845
Kurtosis -.642 1.741
Oat Bran 10% Mean 3.01379 .128129
95% Confidence
Interval for Mean
Lower Bound
2.68442
Upper Bound
3.34315
5% Trimmed Mean 3.00976
Median 2.93640
Variance .099
Std. Deviation .313850
Minimum 2.697
Maximum 3.403
Range .706
Interquartile Range .680
Skewness .525 .845
Kurtosis -1.869 1.741
Oat Bran 15% Mean 3.11094 .308419
95% Confidence
Interval for Mean
Lower Bound
2.31813
Upper Bound
3.90376
5% Trimmed Mean 3.10285
Median 3.01353
Variance .571
Std. Deviation .755469
Minimum 2.363
Maximum 4.005
Range 1.642
Interquartile Range 1.545
Skewness .196 .845
Kurtosis -2.632 1.741
Oat Bran 20% Mean 3.44270 .196986
95% Confidence
Interval for Mean
Lower Bound
Upper Bound
3.94906
5% Trimmed Mean 3.45098
Median 3.60714
Variance .233
Std. Deviation .482515
Minimum 2.768
Maximum 3.968
Range 1.200
Interquartile Range .908
Skewness -.604 .845
Kurtosis -1.590 1.741
Oat Bran 25% Mean 4.05189 .207852
95% Confidence
Interval for Mean
Lower Bound 3.51759
Upper Bound
4.58619
5% Trimmed Mean 4.05625
Median 4.03856
Variance .259
Std. Deviation .509131
Minimum 3.459
Maximum 4.566
Range 1.107
Interquartile Range .946
Skewness -.046 .845
Kurtosis -2.938 1.741
ABU Kontrol Mean 1.07359 .077103
95% Confidence
Interval for Mean
Lower Bound .87539
Upper Bound
1.27179
5% Trimmed Mean 1.08161
Median 1.11285
Variance .036
Std. Deviation .188863
Minimum .749
Maximum 1.254
Range .505
Interquartile Range .324
Skewness -1.102 .845
Kurtosis .922 1.741
Oat Bran 5% Mean 1.18553 .023175
95% Confidence
Interval for Mean
Lower Bound
1.12595
Upper Bound
1.24510
5% Trimmed Mean 1.18576
Median 1.18679
Variance .003
Minimum 1.115
Maximum 1.252
Range .137
Interquartile Range .116
Skewness -.066 .845
Kurtosis -2.058 1.741
Oat Bran 10% Mean 1.28023 .078029
95% Confidence
Interval for Mean
Lower Bound 1.07965
Upper Bound
1.48081
5% Trimmed Mean 1.27363
Median 1.26655
Variance .037
Std. Deviation .191132
Minimum 1.052
Maximum 1.627
Range .575
Interquartile Range .225
Skewness 1.240 .845
Kurtosis 2.799 1.741
Oat Bran 15% Mean 1.32037 .024330
95% Confidence
Interval for Mean
Lower Bound
1.25783
Upper Bound
1.38291
5% Trimmed Mean 1.32130
Median 1.32788
Variance .004
Std. Deviation .059595
Minimum 1.247
Maximum 1.377
Range .129
Interquartile Range .112
Skewness -.167 .845
Kurtosis -2.817 1.741
Oat Bran 20% Mean 1.39531 .070781
95% Confidence
Interval for Mean
Lower Bound
1.21336
Upper Bound
1.57725
5% Trimmed Mean 1.38502
Median 1.32575
Variance .030
Std. Deviation .173377
Minimum 1.265
Maximum 1.710
Range .445
Interquartile Range .258
Kurtosis 1.935 1.741
Oat Bran 25% Mean 1.50728 .089509
95% Confidence
Interval for Mean
Lower Bound
1.27719
Upper Bound
1.73737
5% Trimmed Mean 1.50551
Median 1.44876
Variance .048
Std. Deviation .219252
Minimum 1.236
Maximum 1.810
Range .574
Interquartile Range .404
Skewness .416 .845
Kurtosis -1.267 1.741
LEMAK Kontrol Mean 4.99164 .486254
95% Confidence
Interval for Mean
Lower Bound 3.74168
Upper Bound
6.24159
5% Trimmed Mean 4.97010
Median 4.73535
Variance 1.419
Std. Deviation 1.191073
Minimum 3.827
Maximum 6.544
Range 2.717
Interquartile Range 2.284
Skewness .331 .845
Kurtosis -2.394 1.741
Oat Bran 5% Mean 5.18408 .392698
95% Confidence
Interval for Mean
Lower Bound 4.17462
Upper Bound
6.19354
5% Trimmed Mean 5.17940
Median 5.19292
Variance .925
Std. Deviation .961910
Minimum 3.762
Maximum 6.691
Range 2.929
Interquartile Range 1.339
Skewness .166 .845
Kurtosis 1.360 1.741
Oat Bran 10% Mean 6.31283 .581974
95% Confidence
Interval for Mean
Lower Bound
4.81682
Upper Bound
5% Trimmed Mean 6.32081
Median 6.45990
Variance 2.032
Std. Deviation 1.425539
Minimum 4.450
Maximum 8.032
Range 3.583
Interquartile Range 2.853
Skewness -.210 .845
Kurtosis -1.711 1.741
Oat Bran 15% Mean 6.66577 .312575
95% Confidence
Interval for Mean
Lower Bound 5.86227
Upper Bound
7.46927
5% Trimmed Mean 6.69947
Median 6.78463
Variance .586
Std. Deviation .765649
Minimum 5.293
Maximum 7.432
Range 2.139
Interquartile Range 1.141
Skewness -1.289 .845
Kurtosis 1.946 1.741
Oat Bran 20% Mean 7.16058 .416726
95% Confidence
Interval for Mean
Lower Bound
6.08935
Upper Bound
8.23180
5% Trimmed Mean 7.16887
Median 7.14725
Variance 1.042
Std. Deviation 1.020766
Minimum 5.570
Maximum 8.602
Range 3.032
Interquartile Range 1.569
Skewness -.247 .845
Kurtosis .788 1.741
Oat Bran 25% Mean 7.50761 .391067
95% Confidence
Interval for Mean
Lower Bound
6.50234
Upper Bound
8.51288
5% Trimmed Mean 7.50520
Median 7.49659
Variance .918
Std. Deviation .957914
Maximum 8.662
Range 2.264
Interquartile Range 2.067
Skewness .035 .845
Kurtosis -1.844 1.741
PROTEIN Kontrol Mean 7.25593 .545844
95% Confidence
Interval for Mean
Lower Bound
5.85279
Upper Bound
8.65907
5% Trimmed Mean 7.24806
Median 7.18146
Variance 1.788
Std. Deviation 1.337039
Minimum 5.906
Maximum 8.747
Range 2.841
Interquartile Range 2.599
Skewness .064 .845
Kurtosis -3.005 1.741
Oat Bran 5% Mean 7.40956 .356257
95% Confidence
Interval for Mean
Lower Bound
6.49377
Upper Bound
8.32535
5% Trimmed Mean 7.42467
Median 7.54264
Variance .762
Std. Deviation .872647
Minimum 6.226
Maximum 8.321
Range 2.096
Interquartile Range 1.585
Skewness -.304 .845
Kurtosis -2.195 1.741
Oat Bran 10% Mean 7.72173 .420836
95% Confidence
Interval for Mean
Lower Bound
6.63993
Upper Bound
8.80352
5% Trimmed Mean 7.74102
Median 7.88090
Variance 1.063
Std. Deviation 1.030833
Minimum 6.385
Maximum 8.711
Range 2.326
Interquartile Range 1.890
Skewness -.241 .845
Oat Bran 15% Mean 8.15475 .348192
95% Confidence
Interval for Mean
Lower Bound
7.25970
Upper Bound
9.04981
5% Trimmed Mean 8.18888
Median 8.23718
Variance .727
Std. Deviation .852892
Minimum 6.705
Maximum 8.990
Range 2.285
Interquartile Range 1.408
Skewness -.965 .845
Kurtosis .764 1.741
Oat Bran 20% Mean 8.44713 .223501
95% Confidence
Interval for Mean
Lower Bound
7.87261
Upper Bound
9.02166
5% Trimmed Mean 8.43978
Median 8.38005
Variance .300
Std. Deviation .547464
Minimum 7.845
Maximum 9.181
Range 1.336
Interquartile Range .989
Skewness .250 .845
Kurtosis -2.187 1.741
Oat Bran 25% Mean 8.45374 .277911
95% Confidence
Interval for Mean
Lower Bound
7.73935
Upper Bound
9.16814
5% Trimmed Mean 8.46572
Median 8.57550
Variance .463
Std. Deviation .680741
Minimum 7.551
Maximum 9.141
Range 1.590
Interquartile Range 1.339
Skewness -.346 .845
Kurtosis -2.206 1.741
HARDNESS Kontrol Mean 284.94667 17.149358
95% Confidence
Interval for Mean
Lower Bound
240.86284
Upper Bound
329.03049
Median 298.43500
Variance 1764.603
Std. Deviation 42.007175
Minimum 227.900
Maximum 331.640
Range 103.740
Interquartile Range 81.428
Skewness -.576 .845
Kurtosis -1.647 1.741
Oat Bran 5% Mean 362.65667 17.602872
95% Confidence
Interval for Mean
Lower Bound
317.40704
Upper Bound
407.90629
5% Trimmed Mean 362.13519
Median 365.17000
Variance 1859.167
Std. Deviation 43.118054
Minimum 315.430
Maximum 419.270
Range 103.840
Interquartile Range 80.920
Skewness .095 .845
Kurtosis -2.140 1.741
Oat Bran 10% Mean 371.02150 13.343452
95% Confidence
Interval for Mean
Lower Bound
336.72106
Upper Bound
405.32194
5% Trimmed Mean 372.83617
Median 383.55000
Variance 1068.286
Std. Deviation 32.684649
Minimum 310.329
Maximum 399.050
Range 88.721
Interquartile Range 45.888
Skewness -1.638 .845
Kurtosis 2.602 1.741
Oat Bran 15% Mean 455.62000 8.369438
95% Confidence
Interval for Mean
Lower Bound
434.10567
Upper Bound
477.13433
5% Trimmed Mean 455.97833
Median 458.46000
Variance 420.285
Std. Deviation 20.500854
Minimum 426.260
Range 52.270
Interquartile Range 38.965
Skewness -.407 .845
Kurtosis -1.467 1.741
Oat Bran 20% Mean 581.92287 32.258995
95% Confidence
Interval for Mean
Lower Bound
498.99849
Upper Bound
664.84726
5% Trimmed Mean 581.25332
Median 588.42589
Variance 6243.856
Std. Deviation 79.018076
Minimum 488.211
Maximum 687.687
Range 199.476
Interquartile Range 157.870
Skewness -.014 .845
Kurtosis -1.473 1.741
Oat Bran 25% Mean 690.86500 19.303395
95% Confidence
Interval for Mean
Lower Bound
641.24404
Upper Bound
740.48596
5% Trimmed Mean 690.31722
Median 690.81000
Variance 2235.726
Std. Deviation 47.283468
Minimum 641.190
Maximum 750.400
Range 109.210
Interquartile Range 90.618
Skewness .102 .845
Kurtosis -2.508 1.741
CRIPSNESS Kontrol Mean 246.8565 13.02095
95% Confidence
Interval for Mean
Lower Bound
213.3851
Upper Bound
280.3279
5% Trimmed Mean 245.4811
Median 229.9250
Variance 1017.270
Std. Deviation 31.89467
Minimum 220.51
Maximum 297.96
Range 77.46
Interquartile Range 55.53
Skewness 1.122 .845
Kurtosis -.639 1.741
95% Confidence Interval for Mean
Lower Bound
300.9783
Upper Bound
318.2054
5% Trimmed Mean 310.0180
Median 312.9520
Variance 67.368
Std. Deviation 8.20782
Minimum 295.42
Maximum 316.10
Range 20.68
Interquartile Range 14.04
Skewness -1.297 .845
Kurtosis .691 1.741
Oat Bran 10% Mean 344.3218 7.43275
95% Confidence
Interval for Mean
Lower Bound
325.2153
Upper Bound
363.4283
5% Trimmed Mean 345.1311
Median 347.9555
Variance 331.474
Std. Deviation 18.20644
Minimum 310.32
Maximum 363.76
Range 53.44
Interquartile Range 22.05
Skewness -1.541 .845
Kurtosis 3.230 1.741
Oat Bran 15% Mean 392.5085 9.09901
95% Confidence
Interval for Mean
Lower Bound 369.1188
Upper Bound
415.8982
5% Trimmed Mean 393.4396
Median 400.8140
Variance 496.752
Std. Deviation 22.28793
Minimum 353.78
Maximum 414.48
Range 60.70
Interquartile Range 35.12
Skewness -1.247 .845
Kurtosis 1.008 1.741
Oat Bran 20% Mean 443.4057 13.99016
95% Confidence
Interval for Mean
Lower Bound
407.4428
Upper Bound
479.3685
5% Trimmed Mean 445.2497
Variance 1174.348
Std. Deviation 34.26876
Minimum 383.26
Maximum 470.36
Range 87.09
Interquartile Range 55.99
Skewness -1.343 .845
Kurtosis 1.051 1.741
Oat Bran 25% Mean 574.6050 16.88745
95% Confidence
Interval for Mean
Lower Bound 531.1944
Upper Bound
618.0156
5% Trimmed Mean 575.8571
Median 583.8100
Variance 1711.117
Std. Deviation 41.36565
Minimum 512.49
Maximum 614.19
Range 101.70
Interquartile Range 77.71
Skewness -.622 .845
Kurtosis -1.283 1.741
L Kontrol Mean 79.1466 .14700
95% Confidence
Interval for Mean
Lower Bound
78.7688
Upper Bound
79.5245
5% Trimmed Mean 79.1402
Median 79.0799
Variance .130
Std. Deviation .36007
Minimum 78.74
Maximum 79.67
Range .92
Interquartile Range .65
Skewness .433 .845
Kurtosis -1.511 1.741
Oat Bran 5% Mean 76.7247 .24257
95% Confidence
Interval for Mean
Lower Bound
76.1012
Upper Bound
77.3483
5% Trimmed Mean 76.7115
Median 76.4608
Variance .353
Std. Deviation .59416
Minimum 76.17
Maximum 77.52
Interquartile Range 1.18
Skewness .795 .845
Kurtosis -1.850 1.741
Oat Bran 10% Mean 76.4908 .16921
95% Confidence
Interval for Mean
Lower Bound
76.0559
Upper Bound
76.9258
5% Trimmed Mean 76.4985
Median 76.4900
Variance .172
Std. Deviation .41447
Minimum 75.79
Maximum 77.05
Range 1.26
Interquartile Range .54
Skewness -.654 .845
Kurtosis 1.822 1.741
Oat Bran 15% Mean 75.4939 .11304
95% Confidence
Interval for Mean
Lower Bound
75.2033
Upper Bound
75.7845
5% Trimmed Mean 75.4925
Median 75.5675
Variance .077
Std. Deviation .27690
Minimum 75.14
Maximum 75.88
Range .74
Interquartile Range .49
Skewness -.164 .845
Kurtosis -.876 1.741
Oat Bran 20% Mean 74.8856 .26514
95% Confidence
Interval for Mean
Lower Bound 74.2040
Upper Bound
75.5671
5% Trimmed Mean 74.8915
Median 74.9842
Variance .422
Std. Deviation .64946
Minimum 74.08
Maximum 75.59
Range 1.51
Interquartile Range 1.25
Skewness -.213 .845
Kurtosis -2.499 1.741
Oat Bran 25% Mean 74.4739 .16511
95% Confidence
Interval for Mean
Lower Bound
Upper Bound
74.8983
5% Trimmed Mean 74.4788
Median 74.4475
Variance .164
Std. Deviation .40443
Minimum 73.84
Maximum 75.03
Range 1.19
Interquartile Range .60
Skewness -.350 .845
Kurtosis .673 1.741
a Kontrol Mean -1.4469 .10835
95% Confidence
Interval for Mean
Lower Bound -1.7255
Upper Bound
-1.1684
5% Trimmed Mean -1.4475
Median -1.4000
Variance .070
Std. Deviation .26540
Minimum -1.82
Maximum -1.06
Range .76
Interquartile Range .43
Skewness -.044 .845
Kurtosis -.149 1.741
Oat Bran 5% Mean -.6553 .07485
95% Confidence
Interval for Mean
Lower Bound -.8477
Upper Bound
-.4629
5% Trimmed Mean -.6487
Median -.5908
Variance .034
Std. Deviation .18334
Minimum -.97
Maximum -.46
Range .51
Interquartile Range .28
Skewness -1.136 .845
Kurtosis .932 1.741
Oat Bran 10% Mean -.5361 .06398
95% Confidence
Interval for Mean
Lower Bound
-.7006
Upper Bound
-.3717
5% Trimmed Mean -.5413
Median -.5808
Variance .025
Minimum -.71
Maximum -.27
Range .45
Interquartile Range .23
Skewness 1.077 .845
Kurtosis 1.288 1.741
Oat Bran 15% Mean -.3950 .05337
95% Confidence
Interval for Mean
Lower Bound -.5322
Upper Bound
-.2578
5% Trimmed Mean -.3934
Median -.4150
Variance .017
Std. Deviation .13074
Minimum -.60
Maximum -.22
Range .39
Interquartile Range .19
Skewness -.308 .845
Kurtosis .755 1.741
Oat Bran 20% Mean -.1681 .04807
95% Confidence
Interval for Mean
Lower Bound
-.2916
Upper Bound
-.0445
5% Trimmed Mean -.1644
Median -.1775
Variance .014
Std. Deviation .11775
Minimum -.36
Maximum -.04
Range .32
Interquartile Range .20
Skewness -.611 .845
Kurtosis .419 1.741
Oat Bran 25% Mean .2872 .02762
95% Confidence
Interval for Mean
Lower Bound
.2162
Upper Bound
.3582
5% Trimmed Mean .2855
Median .2633
Variance .005
Std. Deviation .06766
Minimum .23
Maximum .38
Range .16
Interquartile Range .14
Kurtosis -1.729 1.741
b Kontrol Mean 22.4458 .28375
95% Confidence
Interval for Mean
Lower Bound
21.7164
Upper Bound
23.1752
5% Trimmed Mean 22.4410
Median 22.3948
Variance .483
Std. Deviation .69505
Minimum 21.62
Maximum 23.36
Range 1.74
Interquartile Range 1.31
Skewness .161 .845
Kurtosis -1.990 1.741
Oat Bran 5% Mean 22.0231 .17661
95% Confidence
Interval for Mean
Lower Bound 21.5691
Upper Bound
22.4771
5% Trimmed Mean 22.0409
Median 22.1558
Variance .187
Std. Deviation .43261
Minimum 21.29
Maximum 22.43
Range 1.14
Interquartile Range .76
Skewness -1.105 .845
Kurtosis .398 1.741
Oat Bran 10% Mean 20.4056 .33955
95% Confidence
Interval for Mean
Lower Bound 19.5327
Upper Bound
21.2784
5% Trimmed Mean 20.4389
Median 20.6867
Variance .692
Std. Deviation .83172
Minimum 18.97
Maximum 21.24
Range 2.27
Interquartile Range 1.33
Skewness -1.175 .845
Kurtosis .852 1.741
Oat Bran 15% Mean 19.5708 .29124
95% Confidence
Interval for Mean
Lower Bound
18.8222
Upper Bound
5% Trimmed Mean 19.5471
Median 19.2275
Variance .509
Std. Deviation .71339
Minimum 18.95
Maximum 20.62
Range 1.68
Interquartile Range 1.34
Skewness .927 .845
Kurtosis -1.424 1.741
Oat Bran 20% Mean 19.0450 .32014
95% Confidence
Interval for Mean
Lower Bound 18.2221
Upper Bound
19.8679
5% Trimmed Mean 19.0087
Median 18.9508
Variance .615
Std. Deviation .78417
Minimum 18.31
Maximum 20.43
Range 2.12
Interquartile Range 1.21
Skewness 1.211 .845
Kurtosis 1.592 1.741
Oat Bran 25% Mean 18.7347 .23472
95% Confidence
Interval for Mean
Lower Bound
18.1314
Upper Bound
19.3381
5% Trimmed Mean 18.7087
Median 18.5742
Variance .331
Std. Deviation .57495
Minimum 18.20
Maximum 19.74
Range 1.55
Interquartile Range .95
Skewness 1.250 .845
Kurtosis 1.203 1.741
TDF Kontrol Mean 19.21121 .248604
95% Confidence
Interval for Mean
Lower Bound
18.57215
Upper Bound
19.85027
5% Trimmed Mean 19.19275
Median 19.17892
Variance .371
Std. Deviation .608953
Maximum 20.174
Range 1.593
Interquartile Range 1.142
Skewness .584 .845
Kurtosis -.183 1.741
Oat Bran 5% Mean 21.37903 .357873
95% Confidence
Interval for Mean
Lower Bound
20.45909
Upper Bound
22.29898
5% Trimmed Mean 21.35684
Median 21.17921
Variance .768
Std. Deviation .876607
Minimum 20.379
Maximum 22.779
Range 2.400
Interquartile Range 1.503
Skewness .748 .845
Kurtosis -.172 1.741
Oat Bran 10% Mean 23.10833 .275604
95% Confidence
Interval for Mean
Lower Bound
22.39987
Upper Bound
23.81679
5% Trimmed Mean 23.13439
Median 23.27437
Variance .456
Std. Deviation .675089
Minimum 21.977
Maximum 23.770
Range 1.793
Interquartile Range 1.049
Skewness -.970 .845
Kurtosis .276 1.741
Oat Bran 15% Mean 24.07437 .210959
95% Confidence
Interval for Mean
Lower Bound
23.53209
Upper Bound
24.61666
5% Trimmed Mean 24.07435
Median 24.17495
Variance .267
Std. Deviation .516741
Minimum 23.377
Maximum 24.772
Range 1.395
Interquartile Range .950
Skewness -.210 .845
Oat Bran 20% Mean 23.77496 .326360
95% Confidence
Interval for Mean
Lower Bound
22.93603
Upper Bound
24.61389
5% Trimmed Mean 23.75276
Median 23.67526
Variance .639
Std. Deviation .799415
Minimum 22.775
Maximum 25.174
Range 2.399
Interquartile Range 1.048
Skewness .985 .845
Kurtosis 2.084 1.741
Oat Bran 25% Mean 23.90266 .739579
95% Confidence
Interval for Mean
Lower Bound
22.00151
Upper Bound
25.80381
5% Trimmed Mean 23.92853
Median 24.36838
Variance 3.282
Std. Deviation 1.811591
Minimum 21.373
Maximum 25.967
Range 4.594
Interquartile Range 3.395
Skewness -.472 .845
Kurtosis -1.575 1.741
ADF Kontrol Mean 5.66667 .183787
95% Confidence
Interval for Mean
Lower Bound
5.19423
Upper Bound
6.13911
5% Trimmed Mean 5.66296
Median 5.60000
Variance .203
Std. Deviation .450185
Minimum 5.200
Maximum 6.200
Range 1.000
Interquartile Range .850
Skewness .150 .845
Kurtosis -2.795 1.741
Oat Bran 5% Mean 8.85000 .392216
95% Confidence
Interval for Mean
Lower Bound
7.84178
Upper Bound
9.85822
Median 9.20000
Variance .923
Std. Deviation .960729
Minimum 7.300
Maximum 9.900
Range 2.600
Interquartile Range 1.625
Skewness -.926 .845
Kurtosis -.149 1.741
Oat Bran 10% Mean 10.23333 .417665
95% Confidence
Interval for Mean
Lower Bound
9.15969
Upper Bound
11.30698
5% Trimmed Mean 10.22037
Median 10.25000
Variance 1.047
Std. Deviation 1.023067
Minimum 9.000
Maximum 11.700
Range 2.700
Interquartile Range 1.875
Skewness .217 .845
Kurtosis -1.184 1.741
Oat Bran 15% Mean 11.76667 .321109
95% Confidence
Interval for Mean
Lower Bound
10.94123
Upper Bound
12.59210
5% Trimmed Mean 11.79074
Median 11.85000
Variance .619
Std. Deviation .786554
Minimum 10.400
Maximum 12.700
Range 2.300
Interquartile Range 1.025
Skewness -1.005 .845
Kurtosis 1.608 1.741
Oat Bran 20% Mean 12.28333 .267603
95% Confidence
Interval for Mean
Lower Bound
11.59544
Upper Bound
12.97123
5% Trimmed Mean 12.28148
Median 12.30000
Variance .430
Std. Deviation .655490
Minimum 11.500
Range 1.600
Interquartile Range 1.375
Skewness -.021 .845
Kurtosis -1.760 1.741
Oat Bran 25% Mean 12.76667 .683943
95% Confidence
Interval for Mean
Lower Bound
11.00854
Upper Bound
14.52480
5% Trimmed Mean 12.73519
Median 12.20000
Variance 2.807
Std. Deviation 1.675311
Minimum 11.100
Maximum 15.000
Range 3.900
Interquartile Range 3.450
Skewness .688 .845
Kurtosis -1.780 1.741
Serat_Larut Kontrol Mean 13.54455 .381705
95% Confidence
Interval for Mean
Lower Bound
12.56334
Upper Bound
14.52575
5% Trimmed Mean 13.52974
Median 13.67593
Variance .874
Std. Deviation .934983
Minimum 12.381
Maximum 14.974
Range 2.593
Interquartile Range 1.547
Skewness .285 .845
Kurtosis -.216 1.741
Oat Bran 5% Mean 12.52903 .349500
95% Confidence
Interval for Mean
Lower Bound
11.63062
Upper Bound
13.42745
5% Trimmed Mean 12.54000
Median 12.72908
Variance .733
Std. Deviation .856098
Minimum 11.179
Maximum 13.682
Range 2.503
Interquartile Range 1.302
Skewness -.495 .845
Kurtosis .528 1.741
95% Confidence Interval for Mean
Lower Bound
12.21862
Upper Bound
13.53138
5% Trimmed Mean 12.85840
Median 12.77676
Variance .391
Std. Deviation .625459
Minimum 12.070
Maximum 13.978
Range 1.908
Interquartile Range .707
Skewness .989 .845
Kurtosis 2.459 1.741
Oat Bran 15% Mean 12.30771 .333967
95% Confidence
Interval for Mean
Lower Bound
11.44922
Upper Bound
13.16619
5% Trimmed Mean 12.31690
Median 12.37567
Variance .669
Std. Deviation .818049
Minimum 11.277
Maximum 13.173
Range 1.896
Interquartile Range 1.749
Skewness -.201 .845
Kurtosis -1.968 1.741
Oat Bran 20% Mean 11.49163 .287049
95% Confidence
Interval for Mean
Lower Bound 10.75374
Upper Bound
12.22951
5% Trimmed Mean 11.52111
Median 11.77483
Variance .494
Std. Deviation .703124
Minimum 10.375
Maximum 12.077
Range 1.702
Interquartile Range 1.326
Skewness -1.022 .845
Kurtosis -.678 1.741
Oat Bran 25% Mean 11.13599 .364504
95% Confidence
Interval for Mean
Lower Bound
10.19901
Upper Bound
12.07298
5% Trimmed Mean 11.09879
Variance .797
Std. Deviation .892848
Minimum 10.273
Maximum 12.669
Range 2.396
Interquartile Range 1.500
Skewness 1.162 .845
Kurtosis .771 1.741
Lampiran 9. Hasil Uji Anova Antara Perlakuan Wafer Oat Bran
ANOVA
8.591 5 1.718 5.607 .001
9.193 30 .306
17.783 35
.702 5 .140 5.361 .001
.786 30 .026
1.487 35
31.739 5 6.348 5.502 .001
34.609 30 1.154
66.349 35
8.146 5 1.629 1.916 .121
25.512 30 .850
33.658 35
110.883 5 22.177 23.009 .000
28.915 30 .964
139.798 35
214.409 5 42.882 42.687 .000
30.137 30 1.005
244.546 35
23.635 5 4.727 7.164 .000
19.795 30 .660
43.431 35
697149.4 5 139429.874 61.550 .000
67959.617 30 2265.321
765109.0 35
395052.7 5 79010.532 98.798 .000
23991.645 30 799.721
419044.3 35
85.490 5 17.098 77.925 .000
6.583 30 .219
92.073 35
9.971 5 1.994 72.892 .000
.821 30 .027
10.792 35
72.667 5 14.533 30.961 .000
14.082 30 .469
86.749 35 Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total Between Groups Within Groups Total AI R ABU LEMAK PROTEIN TDF ADF Serat _Larut HARDNESS CRI PSNESS L a b
Sum of
Lampiran 10. Hasil Uji
Post Hoc
Antara Perlakuan Wafer Oat Bran
AIR
Duncana
6 2.42288
6 3.01379 3.01379
6 3.11094
6 3.24306
6 3.44270 3.44270
6 4.05189
.074 .230 .066
SAMPEL Oat Bran 5% Oat Bran 10% Oat Bran 15% Kontrol Oat Bran 25% Oat Bran 25% Sig.
N 1 2 3
Subset f or alpha = .05
Means f or groups in homogeneous subsets are display ed.
Uses Harmonic Mean Sample Size = 6.000. a.
ABU
Duncana
6 1.07359
6 1.18553 1.18553
6 1.28023 1.28023
6 1.32037 1.32037 1.32037
6 1.39531 1.39531
6 1.50728
.240 .183 .254 .067
SAMPEL Kontrol Oat Bran 5% Oat Bran 10% Oat Bran 15% Oat Bran 25% Oat Bran 25% Sig.
N 1 2 3 4
Subset f or alpha = .05
Means f or groups in homogeneous subsets are display ed. Uses Harmonic Mean Sample Size = 6.000.
a.
LEMAK
Duncana
6 4.99164
6 5.18408
6 6.31283 6.31283
6 6.66577
6 7.16058
6 7.50761
.052 .087
SAMPEL Kontrol Oat Bran 5% Oat Bran 10% Oat Bran 15% Oat Bran 25% Oat Bran 25% Sig.
N 1 2
Subset f or alpha = . 05
Means f or groups in homogeneous subset s are display ed.
PROTEIN
Duncana
6 7.25593
6 7.40956
6 7.72173
6 8.15475
6 8.44713
6 8.45374
.055 SAMPEL
Kontrol Oat Bran 5% Oat Bran 10% Oat Bran 15% Oat Bran 25% Oat Bran 25% Sig.
N 1
Subset f or alpha
= .05
Means f or groups in homogeneous subset s are display ed.
Uses Harmonic Mean Sample Size = 6.000. a.
TDF
Duncana
6 19.21121
6 21.37903
6 23.10833
6 23.77496
6 23.90266
6 24.07437
1.000 1.000 .129
SAMPEL Kontrol Oat Bran 5% Oat Bran 10% Oat Bran 25% Oat Bran 25% Oat Bran 15% Sig.
N 1 2 3
Subset f or alpha = .05
Means f or groups in homogeneous subsets are display ed. Uses Harmonic Mean Sample Size = 6.000.
a.
ADF
Duncana
6 5.66667
6 8.85000
6 10.23333
6 11.76667
6 12.28333
6 12.76667
1.000 1.000 1.000 .112
SAMPEL Kontrol Oat Bran 5% Oat Bran 10% Oat Bran 15% Oat Bran 25% Oat Bran 25% Sig.
N 1 2 3 4
Subset f or alpha = .05
Means f or groups in homogeneous subsets are display ed.
Serat_Larut
Duncana
6 11.13599
6 11.49163 11.49163
6 12.30771 12.30771
6 12.52903
6 12.87500 12.87500
6 13.54455
.454 .092 .263 .164
SAMPEL Oat Bran 25% Oat Bran 25% Oat Bran 15% Oat Bran 5% Oat Bran 10% Kontrol Sig.
N 1 2 3 4
Subset f or alpha = .05
Means f or groups in homogeneous subsets are display ed.
Uses Harmonic Mean Sample Size = 6.000. a.
HARDNESS
Duncana
6 284.94667
6 362.65667
6 371.02150
6 455.62000
6 581.92287
6 690.86500
1.000 .763 1.000 1.000 1.000
SAMPEL Kontrol Oat Bran 5% Oat Bran 10% Oat Bran 15% Oat Bran 25% Oat Bran 25% Sig.
N 1 2 3 4 5
Subset f or alpha = .05
Means f or groups in homogeneous subsets are display ed.
Uses Harmonic Mean Sample Size = 6.000. a.
CRI PSNESS
Duncana
6 246.8565
6 309.5918
6 344.3218
6 392.5085
6 443.4057
6 574.6050
1.000 1.000 1.000 1.000 1.000 1.000
SAMPEL Kontrol Oat Bran 5% Oat Bran 10% Oat Bran 15% Oat Bran 25% Oat Bran 25% Sig.
N 1 2 3 4 5 6
Subset f or alpha = .05
Means f or groups in homogeneous subsets are display ed.
L
Duncana
6 74.4739
6 74.8856
6 75.4939
6 76.4908
6 76.7247
6 79.1466
.138 1.000 .394 1.000
SAMPEL Oat Bran 25% Oat Bran 25% Oat Bran 15% Oat Bran 10% Oat Bran 5% Kontrol Sig.
N 1 2 3 4
Subset f or alpha = .05
Means f or groups in homogeneous subsets are display ed.
Uses Harmonic Mean Sample Size = 6.000. a.
a
Duncana
6 -1.4469
6 -.6553
6 -.5361 -.5361
6 -.3950
6 -.1681
6 .2872
1.000 .222 .150 1.000 1.000
SAMPEL Kontrol Oat Bran 5% Oat Bran 10% Oat Bran 15% Oat Bran 25% Oat Bran 25% Sig.
N 1 2 3 4 5
Subset f or alpha = .05
Means f or groups in homogeneous subsets are display ed.
Uses Harmonic Mean Sample Size = 6.000. a.
b
Duncana
6 18.7347
6 19.0450
6 19.5708
6 20.4056
6 22.0231
6 22.4458
.053 1.000 .294
SAMPEL Oat Bran 25% Oat Bran 25% Oat Bran 15% Oat Bran 10% Oat Bran 5% Kontrol Sig.
N 1 2 3
Subset f or alpha = .05
Means f or groups in homogeneous subsets are display ed.
Lampiran 11. Hasil Uji
Friedman
Sensoris Antara Perlakuan Wafer Oat Bran
WARNA
Ranks
3,66 3,60 4,37 3,37 3,34 2,66 K
A B C D E
Mean Rank
Test Statisticsa
35 15,457 5 ,009 N
Chi-Square df
Asy mp. Sig.
Friedman Test a.
Test Statistics(c)
A - K B - K C - K D - K E - K
Z -,050(a) -1,553(b) -,686(a) -,693(a) -2,001(a) Asymp. Sig. (2-tailed) ,960 ,120 ,493 ,489 ,045
B - A C - A D - A E - A C - B
Z -1,905(b) -,546(a) -,597(a) -1,890(a) -2,382(a) Asymp. Sig. (2-tailed) ,057 ,585 ,550 ,059 ,017
D - B E - B D - C E - C E - D
Z -2,355(a) -3,366(a) -,157(a) -1,361(a) -1,997(a) Asymp. Sig. (2-tailed) ,019 ,001 ,875 ,174 ,046
a Based on positive ranks. b Based on negative ranks. c Wilcoxon Signed Ranks Test
keterangan:
RASA
Ranks
2,91 3,23 4,03 3,97 3,34 3,51 K
A B C D E
Mean Rank
Test Statisticsa
35 9,433 5 ,093 N
Chi-Square df
Asy mp. Sig.
Friedman Test a.
Test Statistics(c)
A - K B - K C - K D - K E - K
Z -,802(a) -2,348(a) -2,294(a) -,940(a) -1,091(a) Asymp. Sig. (2-tailed) ,423 ,019 ,022 ,347 ,275
B - A C - A D - A E - A C - B
Z -2,022(a) -1,467(a) -,339(a) -,520(a) -,133(b) Asymp. Sig. (2-tailed) ,043 ,142 ,735 ,603 ,895
D - B E - B D - C E - C E - D
Z -1,527(b) -1,099(b) -1,700(b) -1,329(b) -,419(a) Asymp. Sig. (2-tailed) ,127 ,272 ,089 ,184 ,675 a Based on negative ranks.
b Based on positive ranks. c Wilcoxon Signed Ranks Test
keterangan:
KERENYAHAN
Ranks
2,81 3,26 3,51 3,86 3,90 3,66 K
A B C D E
Mean Rank
Test Statisticsa
35 8,423 5 ,134 N
Chi-Square df
Asy mp. Sig.
Friedman Test a.
Test Statistics(c)
A - K B - K C - K D - K E - K
Z -,927(a) -1,586(a) -2,212(a) -2,123(a) -1,768(a) Asymp. Sig. (2-tailed) ,354 ,113 ,027 ,034 ,077
B - A C - A D - A E - A C - B
Z -,470(a) -1,657(a) -1,006(a) -,716(a) -,992(a) Asymp. Sig. (2-tailed) ,639 ,097 ,315 ,474 ,321
D - B E - B D - C E - C E - D
Z -,743(a) -,231(a) -,193(a) -,648(b) -,722(b) Asymp. Sig. (2-tailed) ,457 ,817 ,847 ,517 ,470 a Based on negative ranks.
b Based on positive ranks. c Wilcoxon Signed Ranks Test
keterangan:
KEKERASAN
Ranks
2.40 3.57 3.80 3.80 3.63 3.80 K
A B C D E
Mean Rank
Test Statisticsa
35 15.016 5 .010 N
Chi-Square df
Asy mp. Sig.
Friedman Test a.
Lampiran 12. Hasil Uji
Wilcoxon
Sensoris Antara Perlakuan Wafer Oat Bran
Test Statistics(d)
A - K B - K C - K D - K E - K Z -2.568(a) -2.980(a) -2.577(a) -2.401(a) -2.702(a) Asymp. Sig. (2-tailed) .010 .003 .010 .016 .007
B - A C - A D - A E - A C - B
Z -.351(a) -.504(a) -.091(a) -.428(a) -.116(b) Asymp. Sig. (2-tailed) .726 .614 .927 .669 .907
D - B E - B D - C E - C E - D
Z -.630(b) .000(c) -.604(b) -.050(b) -.688(a) Asymp. Sig. (2-tailed) .529 1.000 .546 .960 .492
a Based on negative ranks. b Based on positive ranks.
c The sum of negative ranks equals the sum of positive ranks. d Wilcoxon Signed Ranks Test
keterangan:
Lampiran 13. Hasil Uji Korelasi Antara Perlakuan Wafer Oat Bran
Correlations
AIR ABU LEMAK PROTEIN TDF ADF Serat_Larut
HARD NESS
Pearson
Correlation .491(**) .621(**) .584(**) .514(**) .638(**) .774(**) -.692(**) Sig.
(2-tailed) .002 .000 .000 .001 .000 .000 .000
N 36 36 36 36 36 36 36
CRIP SNES S
Pearson
Correlation .530(**) .619(**) .570(**) .461(**) .650(**) .799(**) -.730(**)
Sig.
(2-tailed) .001 .000 .000 .005 .000 .000 .000
N 36 36 36 36 36 36 36
L Pearson
Correlation -.283 -.660(**) -.594(**) -.463(**) -.802(**) -.866(**) .617(**) Sig.
(2-tailed) .095 .000 .000 .004 .000 .000 .000
N 36 36 36 36 36 36 36
a Pearson
Correlation .427(**) .647(**) .639(**) .386(*) .779(**) .863(**) -.651(**) Sig.
(2-tailed) .009 .000 .000 .020 .000 .000 .000
N 36 36 36 36 36 36 36
b Pearson
Correlation -.401(*) -.629(**) -.576(**) -.570(**) -.782(**) -.846(**) .605(**) Sig.
(2-tailed) .015 .000 .000 .000 .000 .000 .000
N 36 36 36 36 36 36 36