17
Kadar Air
Kadar air sampel diukur dengan menggunakan rumus:
Kadar air (%) =
Keterangan:
W
0: bobot kosong cawan petri (gram)
W
1: bobot sampel (gram)
W
2: bobot cawan petri dan sampel setelah pengeringan (gram)
Data Pengukuran Kadar Air
Ulangan
Penambahan bekatul 0 %
W
0(gram)
W
1(gram)
W
2(gram)
Kadar Air
(%)
Rata-rata
1
72.8517
1.0183
73.7729
9.5355
9.45
80.6230
1.0793
81.6005
9.4320
78.7220
1.1431
79.7578
9.3868
2
84.5131
1.0193
85.4635
6.7595
6.72
66.9385
1.0070
67.8771
6.7925
88.5247
1.0101
89.4681
6.6033
3
84.2948
1.0379
85.2772
5.3473
5.18
74.5881
1.0446
75.5796
5.0833
83.6297
1.0684
84.6435
5.1104
4
84.2935
1.0153
85.2257
8.1848
8.08
74.5896
1.0393
75.5464
7.9380
83.6308
0.9998
84.5493
8.1316
Ulangan
Penambahan bekatul 12,5 %
W
0(gram)
W
1(gram)
W
2(gram)
Kadar Air
(%)
Rata-rata
1
83.2194
0.9972
84.1097
10.7200
10.45
83.7881
1.0145
84.6989
10.2218
74.5575
1.0392
75.4886
10.4022
2
78.4313
1.0480
79.3871
8.7977
8.47
83.5704
1.0392
84.5240
8.2371
78.8617
1.0041
79.7817
8.3757
3
83.2178
1.0207
84.1754
6.1820
5.99
83.7881
1.0147
84.7420
5.9919
74.5556
1.0332
75.5288
5.8072
4
83.2189
1.1384
84.2714
7.5457
7.48
83.7886
1.0402
84.7507
7.5082
74.5557
1.0096
75.4907
7.3891
18
Ulangan
Penambahan bekatul 25 %
W
0(gram)
W
1(gram)
W
2(gram)
Kadar Air
(%)
Rata-rata
1
data dari UNIKA
11.41
2
84.5153
1.0616
85.4901
8.1763
8.15
66.9408
1.0366
67.8929
8.1516
88.5267
1.0168
89.4610
8.1137
3
83.2189
1.0684
84.2095
7.2819
7.11
83.7879
1.1875
84.8920
7.0232
74.5562
1.1058
75.5843
7.0266
4
84.2945
1.0184
85.2303
8.1108
8.00
74.5889
1.0609
75.5672
7.7858
83.6293
1.0030
84.5511
8.0957
Ulangan
Penambahan bekatul 37,5 %
W
0(gram)
W
1(gram)
W
2(gram)
Kadar Air
(%)
Rata-rata
1
84.2905
1.0138
85.1953
10.7516
10.74
74.5878
1.0269
75.5021
10.9650
83.6261
1.0223
84.5388
10.7209
2
83.2191
1.0233
84.1360
10.3977
10.59
83.7885
1.0209
84.6993
10.7846
74.5552
1.0170
75.4676
10.2852
3
84.2952
1.0188
85.2360
7.6561
7.43
74.5896
1.0085
75.5246
7.2881
83.6298
1.0166
84.5717
7.3480
4
83.2187
1.1274
84.2602
7.6193
7.69
83.7895
1.0064
84.7172
7.8200
19
Ulangan
Penambahan bekatul 50 %
W
0(gram)
W
1(gram)
W
2(gram)
Kadar Air
(%)
Rata-rata
1
83.2166
1.0043
84.1175
10.2957
10.34
83.7857
1.0058
84.6870
10.3897
74.5520
1.0110
75.4624
9.9505
2
84.2932
1.0366
85.2369
8.9620
8.92
74.5878
1.0227
75.5198
8.8687
83.6295
1.0479
84.5837
8.9417
3
84.2952
1.0285
85.2407
8.0700
7.94
74.5893
1.0096
75.5198
7.8348
83.6313
1.0341
84.5835
7.9199
4
83.6808
1.0091
84.6005
8.8594
8.51
74.5915
1.0353
75.5410
8.2875
84.5243
1.0453
85.4821
8.3708
Ulangan
Penambahan bekatul 62,5 %
W
0(gram)
W
1(gram)
W
2(gram)
Kadar Air
(%)
Rata-rata
1
84.5269
1.0449
85.4472
11.9246
11.78
74.5912
0.9339
75.4165
11.6287
83.6312
1.0233
84.5595
9.2837
2
84.5141
1.0078
85.4540
6.7374
6.78
66.9386
1.1125
67.9751
6.8315
88.5238
1.0001
89.4649
5.8994
3
83.2203
1.0326
84.1678
8.2413
8.19
83.7889
1.0085
84.7157
8.1011
74.5575
1.0185
75.4921
8.2376
4
74.5575
1.0614
75.5290
8.4699
8.47
83.7874
1.0023
84.7049
8.4605
20
ANALISA DATA KADAR AIR
U % penambahan bekatul tU xU dU W
kontrol 12.5 25 37.5 50 62.5
1 9.45 10.45 11.41 10.74 10.34 11.78 64.17 10.6950 2.1746 1.6545 2 6.72 8.47 8.15 10.59 8.92 6.78 49.63 8.2717 -0.2487 2.6742 3 5.8 5.99 7.11 7.43 7.94 8.19 42.46 7.0767 -1.4438 2.6287 4 8.08 7.48 8.00 7.69 8.51 8.47 48.23 8.0383 -0.4821 0.2971 tP 30.05 32.39 34.67 36.45 35.71 35.22 204.49 T..
xP 7.5125 8.0975 8.6675 9.1125 8.9275 8.8050 8.5204 X.. dP -1.0079 -0.4229 0.1471 0.5921 0.4071 0.2846
SD
1.5955 1.8705 1.8851 1.7969 1.0238 2.1167
SE1.0363 1.2149 1.2244 1.1671 0.6650 1.3749
D
12.8906
N
-1.0058
JK non add
0.0785
FK
1742.34
JK total
62.3201
JK ulangan
42.6450
Jk perlakuan
7.2546
JK G Acak
12.4204
Dasira Uji Additivitas
Sumber
Ragam
Db
JK
KT
F Hitung
F tabel
5%
1%
Ulangan
3
42.6450
Perlakuan
5
7.2546
G Acak
15
12.4204
Non Add
1
0.0785
0.0785
0.0890
4.6
8.86
Sisa
14
12.3420
0.8816
Dasira
Sumber
Ragam
Db
JK
KT
F Hitung
F tabel
5%
1%
Ulangan
3 42.6450
14.2150
17.1673
3.29
5.42
Perlakuan
5
7.2546
1.4509
1.7523
2.90
4.56
G Acak
15 12.4204
0.8280
Total
23
BNJ 5%
W = q
α
(p, n
2) x Sx
W= 4.59 x 0.4550 = 2.0885 ≈ 2.09
Kadar Air
% Penambahan Bekatul Dalam MOCORIN
0 12,5 25 37,5 50 62,5
21
Kadar Abu
Kadar abu sampel diukur dengan menggunakan rumus:
Kadar abu (%) =
%
100
1 0 2W
W
W
Keterangan:
W
0: bobot kosong cawan porselin (gram)
W
1: bobot sampel (gram)
W
2: bobot cawan porselin dan sampel setelah pengeringan (gram)
Data Pengukuran Kadar Abu
Ulangan
Penambahan bekatul 0 %
W
0(gram)
W
1(gram)
W
2(gram)
Kadar Abu
(%)
Rata-rata
1
31.5443
2.0206
31.5842
1.9747
1.89
28.2895
2.0049
28.3274
1.8904
32.6579
2.0012
32.6959
1.8989
2
37.0841
2.1664
37.1169
1.5140
1.59
31.8143
2.0248
31.8469
1.6100
31.5631
2.0264
31.5951
1.5792
3
32.0031
2.0743
32.0385
1.7066
1.72
28.3071
2.0541
28.3428
1.7380
31.1006
2.0520
31.1357
1.7105
4
31.1112
2.1021
31.1468
1.6935
1.71
31.6174
2.0449
31.6520
1.6920
31.8533
2.0026
31.8880
1.7327
Ulangan
Penambahan bekatul 12,5 %
W
0(gram)
W
1(gram)
W
2(gram)
Kadar Abu
(%)
Rata-rata
1
34.4493
2.0149
34.5233
3.6726
3.67
31.5795
2.0377
31.6523
3.5727
31.8084
2.0732
31.8845
3.6707
2
31.5523
2.0395
31.6128
2.9664
3.12
32.3457
2.0326
32.4105
3.1880
34.4616
2.0768
34.5249
3.0480
3
31.8745
2.0544
31.9455
3.4560
3.45
32.0671
2.0358
32.1366
3.4139
31.5966
2.0207
31.6668
3.4740
4
32.3658
2.0136
32.4402
3.6949
3.66
35.4701
2.1327
35.5477
3.6386
22
Ulangan
Penambahan bekatul 25 %
W
0(gram)
W
1(gram)
W
2(gram)
Kadar Abu
(%)
Rata-rata
1
32.6478
2.0158
32.7439
4.7673
4.79
30.7684
2.0292
30.8659
4.8048
32.9653
2.0227
33.0473
4.0540
2
31.5962
2.0032
31.6791
4.1384
4.14
31.1049
2.1064
31.1919
4.1303
30.7870
2.0333
30.8715
4.1558
3
31.6184
2.0080
31.7275
5.4333
5.42
31.1097
2.0521
31.2214
5.4432
34.0088
2.1143
34.1227
5.3871
4
32.8529
2.0343
32.9566
5.0976
5.12
31.8525
2.0432
31.9570
5.1145
31.6119
2.0393
31.7166
5.1341
Ulangan
Penambahan bekatul 37,5 %
W
0(gram)
W
1(gram)
W
2(gram)
Kadar Abu
(%)
Rata-rata
1
37.0804
2.0520
37.1972
5.6920
5.70
28.2893
2.0127
28.4036
5.6789
32.3613
2.0318
32.4771
5.6994
2
30.7859
2.0369
30.9036
5.7784
5.76
31.5849
2.0372
31.7019
5.7432
28.2911
2.0064
28.4065
5.7516
3
32.0861
2.0079
32.2102
6.1806
6.17
30.7928
2.0198
30.9188
6.2382
32.8526
2.0299
32.9762
6.0890
4
30.7958
2.0581
30.9230
6.1805
6.18
32.3613
2.0427
32.4878
6.1928
23
Ulangan
Penambahan bekatul 50 %
W
0(gram)
W
1(gram)
W
2(gram)
Kadar Abu
(%)
Rata-rata
1
34.4529
1.9982
34.5918
6.9513
6.93
37.0795
2.0670
37.2224
6.9134
28.2928
2.0084
28.4352
7.0902
2
31.5497
2.0560
31.6782
6.2500
6.22
32.3527
2.0551
32.4814
6.2625
34.4586
2.0403
34.5842
6.1560
3
32.3627
1.0300
32.4414
7.6408
7.67
31.0988
1.0285
31.1776
7.6616
35.4615
1.0047
35.5389
7.7038
4
34.0221
2.0071
34.1768
7.7076
7.75
31.1112
2.0330
31.2687
7.7472
32.0880
2.0187
32.2452
7.7872
Ulangan
Penambahan bekatul 62,5 %
W
0(gram)
W
1(gram)
W
2(gram)
Kadar Abu
(%)
Rata-rata
1
37.0990
2.0227
37.2727
8.5875
8.48
31.8029
2.0136
31.9737
8.4823
31.5795
2.0339
31.7518
8.4714
2
35.4733
2.0355
35.6172
7.0695
7.10
31.6004
2.0414
31.7458
7.1226
30.7958
2.0391
30.9406
7.1012
3
34.0068
1.0483
34.0983
8.7284
8.72
32.8410
1.0070
32.9282
8.6594
28.3045
1.0229
28.3942
8.7692
4
32.3656
2.0134
32.5322
8.2746
8.27
31.8509
2.0460
32.0077
7.6637
24
ANALISA DATA KADAR ABU
U % penambahan bekatul tU xU dU W
kontrol 12.5 25 37.5 50 62.5
1 1.89 3.67 4.79 5.7 6.93 8.48 31.46 5.2433 0.0254 27.6531 2 1.59 3.12 4.14 5.76 6.22 7.1 27.93 4.6550 -0.5629 24.5283 3 1.72 3.45 5.42 6.17 7.67 8.72 33.15 5.5250 0.3071 30.8805 4 1.71 3.66 5.12 6.18 7.75 8.27 32.69 5.4483 0.2304 29.4997 tP 6.91 13.9 19.47 23.81 28.57 32.57 125.23 T..
xP 1.7275 3.4750 4.8675 5.9525 7.1425 8.1425 5.2179 X.. dP -3.4904 -1.7429 -0.3504 0.7346 1.9246 2.9246
SD
0.1234
0.2575 0.5490 0.2581 0.7173 0.7189
SE0.0801
0.1672 0.3566 0.1677 0.4659 0.4669
D
13.08283
N
3.175586
JK Non Add
0.770807
FK
653.4397
JK Total
117.0042
JK Ulangan
2.789479
JK Perlakuan
112.5615
JK G Acak
1.653196
Dasira Uji Additivitas
Sumber
Ragam
Db
JK
KT
F Hitung
F tabel
5%
1%
Ulangan
3
2.789479
Perlakuan
5
112.5615
G Acak
15
1.653196
Non Add
1
0.770807 0.770807
1.2230
4.6
8.86
Sisa
14
0.882389 0.063028
Dasira
Sumber
Ragam
Db
JK
KT
F Hitung
F tabel
5%
1%
Ulangan
3
2.7895
0.9298
8.4366
3.29
5.42
Perlakuan
5
112.5615 22.5123 204.2617
2.90
4.56
G Acak
15
1.6532
0.1102
Total
23
BNJ 5%
W = q
α
(p, n
2) x Sx
W= 4.59 x 0.1660 = 0.7619 ≈ 0.76
Kadar Abu
% Penambahan Bekatul Dalam MOCORIN
0 12,5 25 37,5 50 62,5
25
Kurva Standar Protein
Larutan induk adalah BSA 10 mg/ml
BSA
(ml)
Akuades
(ml)
Biuret
(ml)
Konsentrasi
(mg/ml)
A
550 nm0
1
4
0
0
0.1
0.9
4
1
0.059
0.2
0.8
4
2
0.109
0.3
0.7
4
3
0.139
0.4
0.6
4
4
0.199
0.5
0.5
4
5
0.259
0.6
0.4
4
6
0.279
0.7
0.3
4
7
0.339
0.8
0.2
4
8
0.399
0.9
0.1
4
9
0.449
1
0
4
10
0.459
y = 0.048x + 0.005 R² = 0.997
0 0.05 0.1 0.15 0.2 0.25 0.3 0.35 0.4 0.45 0.5
0 1 2 3 4 5 6 7 8 9 10
Ab
so
rb
a
n
si
26
Kadar Protein
Kadar protein sampel diukur dengan menggunakan rumus:
Persamaan garis :
y = 0,048x + 0,005
Kadar protein (%) =
Keterangan : A = Absorbansi
m = bobot awal sampel (mg)
p = faktor pengenceran
V = volume awal (ml)
Contoh perihutungan :
A = 0,111
Kadar protein =
= 5,5208 %
Data Pengukuran Kadar Protein
Ulangan
Penambahan bekatul 0 %
Massa
sampel
(gram)
Pengenceran
A
550nmKadar
protein
(%)
Rata-rata
1
1
1
0.111
5.5208
5.78
1
1
0.118
5.8854
1
1
0.119
5.9375
2
1
1
0.116
5.7813
5.66
1
1
0.124
6.1979
0.5
1
0.053
5.0000
3
0.5
1
0.059
5.6250
5.59
0.5
1
0.070
6.7708
0.5
1
0.047
4.3750
4
0.5
1
0.060
5.7292
5.80
0.5
1
0.065
6.2500
27
Ulangan
Penambahan bekatul 12,5 %
Massa
sampel
(gram)
Pengenceran
A
550nmKadar
protein
(%)
Rata-rata
1
0.5
1
0.085
8.3333
7.99
0.5
1
0.076
7.3958
0.5
1
0.084
8.2292
2
1
1
0.148
7.4479
7.71
1
1
0.153
7.7083
1
1
0.158
7.9688
3
0.5
1
0.073
7.0833
7.67
0.5
1
0.086
8.4375
0.5
1
0.077
7.5000
4
0.5
1
0.090
8.8542
8.51
0.5
1
0.089
8.7500
0.5
1
0.081
7.9167
Ulangan
Penambahan bekatul 25 %
Massa
sampel
(gram)
Pengenceran
A
550nmKadar
protein
(%)
Rata-rata
1
0.5
1
0.111
11.0417
11.74
0.5
1
0.127
12.7083
0.5
1
0.115
11.4583
2
1
1
0.223
11.3542
11.67
0.5
1
0.125
12.5000
0.5
1
0.112
11.1458
3
0.5
1
0.111
11.0417
11.30
0.5
1
0.152
15.3125
0.5
1
0.116
11.5625
4
0.5
1
0.128
12.8125
12.08
0.5
1
0.140
14.0625
28
Ulangan
Penambahan bekatul 37,5 %
Massa
sampel
(gram)
Pengenceran
A
550nmKadar
protein
(%)
Rata-rata
1
0.5
2
0.094
18.5417
19.03
0.5
2
0.097
19.1667
0.5
2
0.098
19.3750
2
0.5
2
0.100
19.7917
18.61
0.5
2
0.092
18.1250
0.5
2
0.091
17.9167
3
0.5
2
0.095
18.7500
18.82
0.5
2
0.095
18.7500
0.5
2
0.096
18.9583
4
0.5
2
0.099
19.5833
19.51
0.5
2
0.097
19.1667
0.5
2
0.100
19.7917
Ulangan
Penambahan bekatul 50 %
Massa
sampel
(gram)
Pengenceran
A
550nmKadar
protein
(%)
Rata-rata
1
0.5
2
0.125
25.0000
25.21
0.5
2
0.124
24.7917
0.5
2
0.129
25.8333
2
0.5
2
0.128
25.6250
25.10
0.5
2
0.123
24.5833
0.5
2
0.119
23.7500
3
0.5
2
0.124
24.7917
25.52
0.5
2
0.111
22.0833
0.5
2
0.131
26.2500
4
0.5
2
0.121
24.1667
25.00
0.5
2
0.125
25.0000
29
Ulangan
Penambahan bekatul 62,5 %
Massa
sampel
(gram)
Pengenceran
A
550nmKadar
protein
(%)
Rata-rata
1
0.5
2
0.130
26.0417
26.04
0.5
2
0.120
23.9583
0.5
2
0.130
26.0417
2
0.5
2
0.129
25.8333
26.94
0.5
2
0.123
24.5833
0.5
2
0.151
30.4167
3
0.5
2
0.138
27.7083
26.56
0.5
2
0.132
26.4583
0.5
2
0.133
26.6667
4
0.5
2
0.125
25.0000
26.98
0.5
2
0.132
26.4583
30
ANALISA DATA KADAR PROTEIN
U % penambahan bekatul tU xU dU W
kontrol 12.5 25 37.5 50 62.5
1 5.78 7.99 11.74 19.03 25.21 26.04 95.79 15.9650 -0.0692 388.4390 2 5.66 7.71 11.67 18.61 25.1 26.94 95.69 15.9483 -0.0858 399.5244 3 5.59 7.67 11.3 18.82 25.52 26.56 95.46 15.9100 -0.1242 402.6221 4 5.8 8.51 12.08 19.51 25 26.98 97.88 16.3133 0.2792 392.0183 tP 22.83 31.88 46.79 75.97 100.83 106.52 384.82 T..
xP 5.7075 7.97 11.6975 18.9925 25.2075 26.63 16.0342 X.. dP -10.3267 -8.0642 -4.3367 2.9583 9.1733 10.5958
SD 0.0998 0.3871 0.3198 0.3853 0.2253 0.4365 SE 0.0648 0.2514 0.2077 0.2502 0.1463 0.2835
D
41.74228
N
-1.71333
JK Non Add
0.070325
FK
6170.268
JK total
1584.559
JK ulangan
0.633017
Jk perlkuan
1582.604
JK G Acak
1.322483
Dasira Uji Additivitas
Sumber
Ragam
Db
JK
KT
F Hitung
F tabel
5%
1%
Ulangan
3
0.633017
Perlakuan
5
1582.604
G Acak
15
1.322483
Non Add
1
0.070325
0.070325
0.786279
4.6
8.86
Sisa
14
1.252159
0.08944
Dasira
Sumber
Ragam
Db
JK
KT
F Hitung
F tabel
5%
1%
ulangan
3
0.6330
0.2110
2.3933
3.29
5.42
perlakuan
5 1582.6039 316.5208 3590.0730
2.90
4.56
ga
15
1.3225
0.0882
total
23
BNJ 5%
W = q
α
(p, n
2) x Sx
W= 4.59 x 0.1485 = 0.6816 ≈ 0.68
Kadar Protein
% Penambahan Bekatul Dalam MOCORIN
0 12,5 25 37,5 50 62,5
31
Kurva Standar Karbohidrat
Larutan induk adalah glukosa 0,1 mg/ml
Larutan glukosa dibuat dalam 1 ml, kemudian diambil 0,5 ml untuk pengukuran.
Glukosa
(ml)
Akuades
(ml)
Anthrone
(ml)
Konsentrasi
(mg/ml)
A
660nm0.1
0.9
2
0.01
0.075
0.15
0.85
2
0.015
0.161
0.20
0.80
2
0.02
0.191
0.25
0.75
2
0.025
0.248
0.3
0.7
2
0.03
0.296
0.35
0.65
2
0.035
0.373
0.4
0.6
2
0.04
0.426
0.45
0.55
2
0.045
0.463
0.5
0.5
2
0.05
0.536
0.55
0.45
2
0.055
0.605
0.6
0.4
2
0.06
0.604
0.65
0.35
2
0.065
0.668
0.7
0.3
2
0.07
0.665
0.75
0.25
2
0.075
0.823
y = 10.91x + 0.22
R² = 0.994
0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
0.9
0
0.02
0.04
0.06
0.08
A
b
so
r
b
a
n
si
Konsentrasi (mg/ml
)
32
Kadar Karbohidrat
Kadar karbohidrat sampel diukur dengan menggunakan rumus:
Persamaan garis :
y = 10,91x + 0,022
Kadar karbohidrat (%) =
Keterangan : A = Absorbansi
m = bobot awal sampel (mg)
p = faktor pengenceran
V = volume awal (ml)
Contoh perhitungan :
A = 0,528
m = 0,1010 g = 101,0 mg
p = 10
V = 100 ml
Kadar karbohidrat (%)
=
=
= 45,9203 %
Data Pengukuran Kadar Karbohidrat
Ulangan
Penambahan bekatul 0 %
M
sampel
(gram)
Pengenceran A
660nmKadar
Karbohidrat
(mg/ml)
Rata-rata
1
0.1010
10
0.528
45.9203
53.24
0.1010
10
0.674
59.1700
0.1010
10
0.624
54.6324
2
0.1161
20
0.372
55.2638
53.68
0.1161
20
0.353
52.2638
0.1161
20
0.361
53.5270
3
0.1022
20
0.318
53.0941
53.27
0.1022
20
0.314
52.3766
0.1022
20
0.320
53.4528
4
0.1083
20
0.335
52.9811
53.04
0.1083
20
0.336
53.1504
33
Ulangan
Penambahan bekatul 12,5 %
M
sampel
(gram)
Pengenceran A
660nmKadar Karbohidrat
(mg/ml)
Rata-rata
1
0.1041
10
0.539
45.5213
47.08
0.1041
10
0.581
49.2194
0.1041
10
0.550
46.4899
2
0.1001
20
0.284
47.9813
47.49
0.1001
20
0.279
47.0657
0.1001
20
0.281
47.4319
3
0.1069
20
0.301
47.8445
49.10
0.1069
20
0.317
50.5882
0.1069
20
0.307
48.8734
4
0.1014
20
0.293
48.9933
49.35
0.1014
20
0.298
49.8972
0.1014
20
0.294
49.1741
Ulangan
Penambahan bekatul 25 %
M
sampel
(gram)
Pengenceran A
660nmKadar
Karbohidrat
(mg/ml)
Rata-rata
1
0.1045
10
0.503
42.1895
42.66
0.1045
10
0.513
43.0666
0.1045
10
0.509
42.7157
2
0.1028
20
0.264
43.1546
43.45
0.1028
20
0.269
44.0463
0.1028
20
0.264
43.1546
3
0.0987
20
0.258
43.8329
43.71
0.0987
20
0.261
44.3901
0.0987
20
0.253
42.9042
4
0.1036
20
0.261
42.2906
42.29
0.1036
20
0.262
42.4675
34
Ulangan
Penambahan bekatul 37,5 %
M
sampel
(gram)
Pengenceran A
660nmKadar
Karbohidrat
(mg/ml)
Rata-rata
1
0.1016
10
0.462
39.6949
40.72
0.1016
10
0.481
41.4090
0.1016
10
0.477
41.0481
2
0.1099
20
0.262
40.0331
40.70
0.1099
20
0.266
40.7003
0.1099
20
0.270
41.3675
3
0.1135
20
0.293
43.7702
40.22
0.1135
20
0.276
41.0245
0.1135
20
0.266
39.4093
4
0.1220
20
0.293
40.7207
40.12
0.1220
20
0.270
37.2647
0.1220
20
0.285
39.5186
Ulangan
Penambahan bekatul 50 %
M
sampel
(gram)
Pengenceran A
660nmKadar
Karbohidrat
(mg/ml)
Rata-rata
1
0.1007
10
0.441
38.1382
38.32
0.1007
10
0.453
39.2304
0.1007
10
0.435
37.5920
2
0.1011
10
0.440
37.8966
38.62
0.1011
10
0.451
38.8939
0.1011
10
0.453
39.0752
3
0.1044
20
0.241
38.4546
39.04
0.1044
20
0.251
40.2106
0.1044
20
0.241
38.4546
4
0.1036
20
0.243
39.1055
39.11
0.1036
20
0.241
38.7516
35
Ulangan
Penambahan bekatul 62,5 %
M
sampel
(gram)
Pengenceran A
660nmKadar
Karbohidrat
(mg/ml)
Rata-rata
1
0.1106
20
0.245
36.9620
37.35
0.1106
20
0.247
37.2935
0.1106
20
0.250
37.7907
2
0.1057
20
0.239
37.6348
37.63
0.1057
20
0.245
38.6754
0.1057
20
0.233
36.5942
3
0.1123
20
0.239
35.4230
36.29
0.1123
20
0.253
37.7083
0.1123
20
0.241
35.7495
4
0.1016
20
0.227
36.9884
37.62
0.1039
20
0.242
38.8161
36
ANALISA DATA KADAR KARBOHIDRAT
BNJ 5%
W = q
α
(p, n
2) x Sx
W= 4.59 x 0.3349 = 1.53719 ≈ 1.54
Kadar Karbohidrat
% Penambahan Bekatul Dalam MOCORIN
62,5 50 37,5 25 12,5 0
(
x
± SE) 37,22 + 0,41 38,77 + 0,24 40,44 + 0,20 43,03 + 0,43 48,26 + 0,74 53,31 + 0,17W = 1,54 (a) (b) (c) (d) (e) (f)
U % penambahan bekatul tU xU dU W
kontrol 12.5 25 37.5 50 62.5
1 53.24 47.08 42.66 40.72 38.32 37.35 259.37 43.2283 -0.2758 184.5535 2 53.68 47.49 43.45 40.7 38.62 37.63 261.57 43.5950 0.0908 187.3212 3 53.27 49.1 43.71 40.22 39.04 36.29 261.63 43.6050 0.1008 198.7276 4 53.04 49.35 42.29 40.12 39.11 37.62 261.53 43.5883 0.0842 189.9580 tP 213.23 193.02 172.11 161.76 155.09 148.89 1044.1 T..
xP 53.3075 48.2550 43.0275 40.4400 38.7725 37.2225 43.5042 X.. dP 9.8033 4.7508 -0.4767 -3.0642 -4.7317 -6.2817
SD
0.2685
1.1371 0.6641
0.3145 0.3712
0.6351
SE0.1744
0.7386 0.4314
0.2043 0.2411
0.4125
D
19.31559
N
2.135502
JK Non Add
0.236098
FK
45422.7
JK total
767.899
JK ulangan
0.609517
JK perlakuan
760.5604
JK G Acak
6.729083
Dasira Uji Additivitas
Sumber
Ragam
Db
JK
KT
F Hitung
F tabel
5%
1%
Ulangan
3 0.609517
Perlakuan
5 760.5604
G Acak
15 6.729083
Non Add
1 0.236098 0.236098
0.509067
4.6
8.86
Sisa
14 6.492986 0.463785
Dasira
Sumber
Ragam
Db
JK
KT
F Hitung
F tabel
5%
1%
Ulangan
3
0.6095
0.2032
0.4529
3.29
5.42
Perlakuan
5
760.5604 152.1121
339.0776
2.90
4.56
G Acak
15
6.7291
0.4486
37
Kadar Lemak
Kadar lemak sampel diukur dengan menggunakan rumus:
Kadar lemak (%) =
Keterangan : W
0= bobot sampel (gram)
W
1= bobot awal kolf (gram)
W
2= bobot akhir kolf dan sampel setelah penguapan (gram)
Data Pengukuran Kadar Lemak
Ulangan
Penambahan bekatul 0 %
W
0(gram)
W
1(gram)
W
2(gram)
Kadar Lemak
(%)
1
10
65.01
65.42
4.10
2
10
108.16
108.62
4.60
3
10
64.97
65.39
4.20
4
10
94.91
95.45
5.40
Ulangan
Penambahan bekatul 12.5 %
W
0(gram)
W
1(gram)
W
2(gram)
Kadar Lemak
(%)
1
10
94.91
95.50
5.90
2
10
99.05
99.66
6.10
3
10
99.02
99.65
6.30
4
10
61.35
62.04
6.90
Ulangan
Penambahan bekatul 25 %
W
0(gram)
W
1(gram)
W
2(gram)
Kadar Lemak
(%)
1
10
60.78
61.43
6.50
2
10
61.35
62.01
6.60
3
10
99.02
99.69
6.70
4
10
104.46
105.23
7.70
Ulangan
Penambahan bekatul 37.5 %
W
0(gram)
W
1(gram)
W
2(gram)
Kadar Lemak
(%)
1
10
53.60
54.31
7.10
2
10
60.79
61.51
7.20
3
10
104.47
105.18
7.10
38
Ulangan
Penambahan bekatul 50 %
W
0(gram)
W
1(gram)
W
2(gram)
Kadar Lemak
(%)
1
10
64.92
65.71
7.90
2
10
64.93
65.72
7.90
3
10
61.35
62.15
8.00
4
10
108.17
109.10
9.30
Ulangan
Penambahan bekatul 62.5 %
W
0(gram)
W
1(gram)
W
2(gram)
Kadar Lemak
(%)
1
10
61.35
62.20
8.50
2
10
94.90
95.76
8.60
3
10
59.24
60.18
9.40
39
ANALISA DATA KADAR LEMAK
U % penambahan bekatul tU xU dU W
kontrol 12.5 25 37.5 50 62.5
1 4.1 5.9 6.5 7.1 7.9 8.5 40.00 6.6667 -0.4083 12.2400 2 4.6 6.1 6.6 7.2 7.9 8.6 41.00 6.8333 -0.2417 11.0425 3 4.2 6.3 6.7 7.1 8 9.4 41.70 6.9500 -0.1250 13.5150 4 5.4 6.9 7.7 8.2 9.3 9.6 47.10 7.8500 0.7750 12.1575 tP 18.3 25.2 27.5 29.6 33.1 36.1 169.8 T..
xP 4.575 6.3 6.875 7.4 8.275 9.025 7.075 X.. dP -2.5 -0.775 -0.2 0.325 1.2 1.95
SD
0.5909 0.4320 0.5560 0.5354
0.6850 0.5560
SE0.3838 0.2806 0.3612 0.3478
0.4449 0.3612
D
10.29755
N
0.066083
JK Non Add
0.000424
FK
1201.335
JK Total
54.685
JK Ulangan
5.048333
JK Perlkuan
48.955
JK G Acak
0.681667
Dasira Uji Additivitas
Sumber
Ragam
Db
JK
KT
F Hitung
F tabel
5%
1%
Ulangan
3
5.048333
Perlakuan
5
48.955
G Acak
15
0.681667
Non add
1
0.000424
0.000424 0.008715
4.6
8.86
Sisa
14
0.681243
0.04866
Dasira
Sumber
Ragam
Db
JK
KT
F Hitung
F tabel
5%
1%
Ulangan
3
5.0483
1.6828
37.0293
3.29
5.42
Perlakuan
5
48.9550
9.7910
215.4499
2.90
4.56
G Acak
15
0.6817
0.0454
Total
23
BNJ 5%
W = q
α
(p, n
2) x Sx
W= 4.59 x 0.1065 = 0.4888 ≈ 0.49
Kadar Lemak
% Penambahan Bekatul Dalam MOCORIN
0 12,5 25 37,5 50 62,5
40
Kadar Serat Kasar
Kadar serat kasar sampel diukur dengan menggunakan rumus:
Kadar serat kasar (%) =
Keterangan :
W0 = bobot sampel (gram)W1 = bobot kertas saring (gram)
W2 = bobot cawan porselin berisi kertas saring dan residu setelah dioven
(gram)
W3 = bobot cawan porselin berisi kertas saring dan residu setelah diabukan
(gram)
Data Pengukuran Kadar Serat Kasar
Ulangan
Penambahan bekatul 0 %
W
0(gram)
W
1(gram)
W
2(gram)
W
3(gram)
Kadar Serat Kasar
(%)
1
2.0274
0.3351
28.6734
28.2901
2.38
2
2.0064
0.5643
28.936
28.323
2.43
3
1.8456
0.3889
32.7627
32.3474
1.43
4
1.7253
0.3617
34.6786
34.2857
1.81
Ulangan
Penambahan bekatul 12,5 %
W
0(gram)
W
1(gram)
W
2(gram)
W
3(gram)
Kadar Serat Kasar
(%)
1
2.0046
0.3291
31.5093
31.1104
3.48
2
2.0112
0.5535
32.4275
31.8196
2.70
3
1.7727
0.3857
35.8878
35.4754
1.51
4
2.0245
0.3776
32.2645
31.8483
1.91
Ulangan
Penambahan bekatul 25 %
W
0(gram)
W
1(gram)
W
2(gram)
W
3(gram)
Kadar Serat Kasar
(%)
1
2.028
0.3288
31.9703
31.5663
3.71
2
2.0338
0.5136
34.5875
34.0087
3.21
3
1.786
0.3546
33.2574
32.8556
2.64
4
1.6298
0.3828
34.9936
34.5825
1.74
Ulangan
Penambahan bekatul 37,5 %
W
0(gram)
W
1(gram)
W
2(gram)
W
3(gram)
Kadar Serat Kasar
(%)
1
2.0326
0.3213
34.8842
34.4691
4.62
2
2.0276
0.5542
31.7414
31.1028
4.16
3
2.0257
0.3276
34.8823
34.4735
4.01
41
Ulangan
Penambahan bekatul 50 %
W
0(gram)
W
1(gram)
W
2(gram)
W
3(gram)
Kadar Serat Kasar
(%)
1
2.0069
0.2555
37.441
37.0872
4.90
2
2.0392
0.4961
33.5235
32.9688
2.87
3
2.0077
0.2675
33.012
32.6686
3.78
4
2.0269
0.4213
32.7609
32.2752
3.18
Ulangan
Penambahan bekatul 62,5 %
W
0(gram)
W
1(gram)
W
2(gram)
W
3(gram)
Kadar Serat Kasar
(%)
1
1.9931
0.5269
34.5978
34.0115
2.98
2
2.0671
0.3151
33.1542
32.7714
3.28
3
2.1583
0.3337
31.5641
31.1412
4.13
42
ANALISA DATA KADAR SERAT
U % Penambahan Bekatul tU xU dU W
0 % 12,5 % 25 % 37,5 % 50 62,5 %
1 2.38 3.48 3.71 4.62 4.9 2.98 22.07 3.6783 0.5575 2.4982 2 2.43 2.7 3.21 4.16 2.87 3.28 18.65 3.1083 -0.0125 1.8649 3 1.43 1.51 2.64 4.01 3.78 4.13 17.5 2.9167 -0.2042 5.0279 4 1.81 1.91 1.74 2.94 3.18 5.1 16.68 2.78 -0.3408 4.1083 tP 8.05 9.6 11.3 15.73 14.73 15.49 74.9 T..
xP 2.0125 2.4 2.825 3.9325 3.6825 3.8725 3.1208 X.. dP -1.1083 -0.7208 -0.2958 0.8117 0.5617 0.7517
SD 0.4795 0.8734 0.8452 0.7108 0.8953 0.9523 SE 0.9158 1.6682 1.6143 1.3575 1.7099 1.8189
D
1.5822
N
-1.0574
JK non add
0.7066
fK
233.750
JK total
25.2610
JK ulangan
2.8129
JK GA
8.9489
Dasira Uji Aditivitas
db
JK
KT
F hit
F tabel
5 %
1 %
ulangan
3
2.812883
perlakuan
5
13.49918
GA
15
8.948917
non add
1
0.706629
0.706629
1.20025
4.6
8.86
sisa
14
8.242288
0.588735
Daftar Sidik Ragam
db
JK
KT
F hit
F tabel
5 %
1 %
ulangan
3
2.812883
0.937628
1.571633
3.29
5.42
perlakuan
5
13.49918
2.699837
4.525414
2.90
4.56
ga
15
8.948917
0.596594
Total
23
BNJ 5%
W = q
α
(p, n
2) x Sx
W= 4.59 x 0.3862 = 1.7726 ≈ 1.77
Kadar Serat Kasar
% Penambahan Bekatul Dalam MOCORIN
0 12,5 25 37,5 50 62,5
43
WARNA
Ulangan
Perlakuan
TU XU dU W W*dU
P1 (62.5%)
P2 (12.5%)
P3 (25%)
P4 (37.5%)
P5 (50%)
P6 (Terigu)
P7 (kontrol)
1 4 4 5 3 5 6 5 32 4.5714 0.7144 4.6501 3.3221
3 2 6 5 2 2 2 4 23 3.2857 -0.5713 2.2890 -1.3077
4 3 6 3 3 3 4 6 28 4.0000 0.1430 4.3003 0.6149
5 3 3 4 3 2 7 5 27 3.8571 0.0001 11.3054 0.0016
6 3 3 3 2 2 6 3 22 3.1429 -0.7141 7.8867 -5.6323
7 2 2 3 2 1 6 4 20 2.8571 -0.9999 11.3044 -11.3028
8 5 5 6 5 5 7 6 39 5.5714 1.7144 5.2066 8.9264
9 1 4 2 4 1 7 5 24 3.4286 -0.4284 13.4690 -5.7705
10 3 3 3 6 3 6 6 30 4.2857 0.4287 6.6233 2.8395
12 3 4 5 2 2 6 3 25 3.5714 -0.2856 8.4269 -2.4065
13 4 6 6 6 3 6 6 37 5.2857 1.4287 6.0688 8.6705
14 1 2 2 3 3 6 3 20 2.8571 -0.9999 8.1563 -8.1551
15 3 4 4 2 2 4 4 23 3.2857 -0.5713 4.9927 -2.8523
16 4 4 4 3 3 6 5 29 4.1429 0.2859 6.7766 1.9371
18 1 2 3 1 2 6 3 18 2.5714 -1.2856 11.0555 -14.2126
19 2 4 5 3 2 7 6 29 4.1429 0.2859 13.5914 3.8852
20 4 2 6 6 6 3 7 34 4.8571 1.0001 -2.2491 -2.2494
21 3 3 4 3 3 6 5 27 3.8571 0.0001 8.0832 0.0012
22 1 2 2 2 1 5 2 15 2.1429 -1.7141 8.4043 -14.4061
23 3 5 4 4 3 6 4 29 4.1429 0.2859 6.2951 1.7995
24 3 5 4 4 3 7 6 32 4.5714 0.7144 10.0575 7.1854
25 2 2 5 3 4 6 2 24 3.4286 -0.4284 5.8394 -2.5018
26 2 5 6 2 1 6 5 27 3.8571 0.0001 12.8240 0.0018
27 2 4 5 3 1 7 6 28 4.0000 0.1430 14.8188 2.1191
28 4 4 4 5 5 7 7 36 5.1429 1.2859 6.7406 8.6674
29 2 2 5 2 2 7 5 25 3.5714 -0.2856 13.6120 -3.8872
30 2 5 5 2 1 6 5 26 3.7143 -0.1427 12.4958 -1.7833
TP 72 101 113 86 71 158 128 729 T.. -26.4957
44
dP -1.19033 -0.11626 0.328185 -0.67181 -1.22737 1.994852 0.883741SD 1.0742 1.3472 1.2415 1.3878 1.3909 1.2620 1.4031
SE
N -26.4957
D 143.8959
JK non additivitas 4.878676
FK 2811.857
JK total 533.1429
JK Ulangan 122
JK Perlakuan 222.9206
JK G A 188.2222
DASIRA sumber
ragam Db JK KT F hit
F tabel
5% 1%
ulangan 26 122 4.692308 3.88902 perlakuan 6 222.9206 37.15344 30.79305 G Acak 156 188.2222 1.206553
Total 188
Keterangan:
45
AROMA
Ulangan Perlakuan TU XU dU W W*dU
P1 P2 P3 P4 P5 P6 P7
1 4 4 5 4 6 5 5 33 4.7143 1.0952 1.6131 1.7667
3 2 6 2 2 2 6 2 22 3.1429 -0.4762 7.5476 -3.5941
4 2 4 4 2 2 6 7 27 3.8571 0.2381 12.1607 2.8954
5 3 3 2 2 2 6 6 24 3.4286 -0.1905 11.1012 -2.1145
6 3 4 3 3 3 6 5 27 3.8571 0.2381 8.2440 1.9629
7 3 4 4 4 2 7 6 30 4.2857 0.6667 11.1786 7.4524
10 2 2 5 4 3 6 5 27 3.8571 0.2381 9.1607 2.1811
11 3 3 2 2 6 7 7 30 4.2857 0.6667 11.6369 7.7579
12 2 3 2 3 2 7 4 23 3.2857 -0.3333 12.2619 -4.0873
14 1 2 3 4 4 6 3 23 3.2857 -0.3333 8.4702 -2.8234
15 4 3 4 3 3 5 4 26 3.7143 0.0952 4.1131 0.3917
16 2 2 2 2 2 6 6 22 3.1429 -0.4762 12.7143 -6.0544
17 2 2 2 2 2 6 2 18 2.5714 -1.0476 9.3571 -9.8027
18 1 1 2 2 2 5 2 15 2.1429 -1.4762 8.6310 -12.7409
19 3 2 4 3 3 7 2 24 3.4286 -0.1905 8.7262 -1.6621
20 1 3 6 3 4 6 5 28 4 0.3810 9.6250 3.6667
21 2 3 3 3 4 6 5 26 3.7143 0.0952 9.1964 0.8759
22 1 2 2 2 2 5 3 17 2.4286 -1.1905 9.0179 -10.7355
23 6 6 4 3 3 4 3 29 4.1429 0.5238 -2.7440 -1.4374
24 2 4 5 5 3 7 6 32 4.5714 0.9524 10.7738 10.2608
25 3 4 4 5 3 5 5 29 4.1429 0.5238 4.3393 2.2730
26 1 2 2 2 2 6 5 20 2.8571 -0.7619 13.0357 -9.9320
28 4 4 4 4 4 7 7 34 4.8571 1.2381 9.5357 11.8061
29 2 3 5 2 2 6 2 22 3.1429 -0.4762 8.1726 -3.8917
TP 59 76 81 71 71 143 107 608 T.. -15.5856
XP 2.4583 3.1667 3.3750 2.9583 2.9583 5.9583 4.4583 3.6190 X.. dP -1.1607 -0.4524 -0.2440 -0.6607 -0.6607 2.3393 0.8393
SD 1.2151 1.2394 1.2790 0.9991 1.1971 0.8065 1.7189
46
N -15.5856
D 100.9885
JK Non Add 2.405332
FK 2200.381
JK total 453.619 JK ulangan 81.61905 JK perlakuan 207.869
JK GA 164.131
sumber
ragam Db JK KT F hit
F tabel
5% 1%
ulangan 26 81.61905 3.139194 2.98368 perlakuan 6 207.869 34.64484 32.92856 G Acak 156 164.131 1.052121
Total 188
Keterangan:
47
RASA
ulangan
perlakuan
P1 P2 P3 P4 P5 P6 P7 TU XU dU W W*dU
1 5 4 5 4 5 5 5 33 4.7143 0.6476 1.2333 0.7987
2 2 5 3 1 1 2 6 20 2.8571 -1.2095 5.2667 -6.3702
3 4 6 2 2 4 6 3 27 3.8571 -0.2095 3.9333 -0.8241
4 3 5 5 3 2 7 6 31 4.4286 0.3619 12.0333 4.3549
5 2 2 2 2 2 7 5 22 3.1429 -0.9238 13.5333 -12.502
6 3 5 4 3 3 6 4 28 4.0000 -0.0667 6.8667 -0.4578
7 3 3 5 3 2 7 7 30 4.2857 0.2190 13.7000 3.0010
8 5 3 5 5 5 7 5 35 5.0000 0.9333 4.7333 4.4178
9 1 3 5 3 4 7 5 28 4.0000 -0.0667 12.7000 -0.8467
10 3 2 5 4 5 7 6 32 4.5714 0.5048 9.7000 4.8962
11 5 5 5 2 5 7 7 36 5.1429 1.0762 9.0667 9.7575
12 3 3 5 3 3 6 5 28 4.0000 -0.0667 8.7333 -0.5822
13 3 4 3 2 4 7 6 29 4.1429 0.0762 11.3333 0.8635
14 1 1 2 3 3 6 3 19 2.7143 -1.3524 9.2667 -12.532
15 4 5 5 3 3 6 6 32 4.5714 0.5048 7.8667 3.9708
16 2 2 3 3 3 6 5 24 3.4286 -0.6381 9.9667 -6.3597
17 2 5 3 3 5 5 2 25 3.5714 -0.4952 2.2667 -1.1225
18 2 2 2 2 2 6 3 19 2.7143 -1.3524 9.3333 -12.622
19 3 4 5 5 2 7 6 32 4.5714 0.5048 10.4667 5.2832
20 2 3 3 3 3 6 5 25 3.5714 -0.4952 9.6667 -4.7873
21 2 5 4 3 3 6 5 28 4.0000 -0.0667 9.2667 -0.6178
22 1 2 2 2 3 4 4 18 2.5714 -1.4952 6.8333 -10.218
23 4 5 5 3 2 6 5 30 4.2857 0.2190 7.5667 1.6575
24 2 6 6 6 2 7 6 35 5.0000 0.9333 10.4667 9.7689
25 4 3 6 5 5 6 4 33 4.7143 0.6476 3.1333 2.0292
26 2 5 6 1 2 6 5 27 3.8571 -0.2095 12.3000 -2.5771
27 1 2 5 4 3 7 6 28 4.0000 -0.0667 13.9000 -0.9267
28 2 2 7 5 6 7 7 36 5.1429 1.0762 10.8000 11.6229
29 5 5 6 5 5 6 6 38 5.4286 1.3619 3.3333 4.5397
48
TP 82 113 128 94 99 184 154 854 T..
XP 2.7333 3.7667 4.2667 3.1333 3.3 6.1333 5.1333 4.0667 X.. dP -1.3333 -0.3 0.2 -0.9333 -0.7667 2.0667 1.0667
SD 1.2847 1.4782 1.4368 1.3060 1.3170 1.0743 1.2521
SE 0.48 0.55 0.54 0.49 0.49 0.40 0.47
N -11.3178
D 149.9844
JK non additivitas 0.854036
FK 3472.933
JK total 613.0667
JK Ulangan 119.6381 JK Perlakuan 263.2667
JK G A 230.1619
dasira uji additivitas sumber
ragam Db JK KT F hit
F tabel
5% 1%
ulangan 29 119.6381 perlakuan 6 263.2667 G Acak 174 230.1619
Non add 1 0.854036 0.854036 0.644323 3.901 6.801 sisa 173 229.3079 1.325479
Data additif
dasirasumber ragam Db JK KT F hit F tabel
5% 1%
ulangan 29 119.6381 4.125 3.118** 1.538 1.807 perlakuan 6 263.2667 43.878 33.166** 2.1504 2.910 G Acak 174 230.1619 1.323
Total 209 613.0667
Keterangan:
49
BNJ 5%
W = q
α
(p, n
2) x Sx
W= 4.2237 x 0.21 = 0.887
Rasa % Penambahan Bekatul Dalam MOCORIN Terigu
62,5 37,5 50 12,5 25 0
50
TEKSTUR
ulangan perlakuan
P1 P2 P3 P4 P5 P6 P7 TU XU dU W W*dU
1 4 4 5 4 5 5 5 32 4.5714 0.4571 2.4429 1.1167
2 5 2 3 1 1 2 6 20 2.8571 -1.2571 4.9810 -6.2618
3 2 2 3 4 2 5 7 25 3.5714 -0.5429 11.2762 -6.1214
4 3 3 3 3 3 6 6 27 3.8571 -0.2571 10.0143 -2.5751
5 6 2 3 3 3 6 5 28 4.0000 -0.1143 7.0667 -0.8076
6 3 4 3 4 3 5 5 27 3.8571 -0.2571 5.0143 -1.2894
7 4 3 5 3 4 7 7 33 4.7143 0.6000 11.5286 6.9171
8 5 4 6 6 5 6 6 38 5.4286 1.3143 3.2905 4.3246
9 5 5 6 4 5 7 7 39 5.5714 1.4571 7.3095 10.6510
10 4 3 5 5 5 7 6 35 5.0000 0.8857 7.7333 6.8495
11 4 4 4 2 5 7 7 33 4.7143 0.6000 10.8286 6.4971
12 4 3 4 3 5 6 5 30 4.2857 0.1714 6.1048 1.0465
13 4 5 4 4 4 7 6 34 4.8571 0.7429 7.6476 5.6811
14 2 1 2 3 3 6 3 20 2.8571 -1.2571 8.2476 -10.368
15 4 3 4 3 3 6 5 28 4.0000 -0.1143 7.6000 -0.8686
16 5 5 5 5 5 6 6 37 5.2857 1.1714 3.3381 3.9103
17 4 2 6 2 3 6 6 29 4.1429 0.0286 10.4524 0.2986
18 2 1 1 1 3 5 4 17 2.4286 -1.6857 9.5905 -16.167
19 2 3 3 4 4 7 6 29 4.1429 0.0286 11.1190 0.3177
20 4 4 5 5 6 4 7 35 5.0000 0.8857 2.0333 1.8010
21 3 3 3 3 3 6 5 26 3.7143 -0.4000 8.5286 -3.4114
22 2 2 2 2 2 6 2 18 2.5714 -1.5429 7.4095 -11.432
23 5 5 4 2 3 6 5 30 4.2857 0.1714 5.8381 1.0008
24 2 4 4 5 3 6 6 30 4.2857 0.1714 8.2048 1.4065
25 3 4 4 3 3 7 4 28 4.0000 -0.1143 7.8667 -0.8990
26 1 5 6 2 1 6 6 27 3.8571 -0.2571 11.6476 -2.9951
27 1 2 5 4 3 7 6 28 4.0000 -0.1143 13.2333 -1.5124
28 2 2 7 2 2 7 7 29 4.1429 0.0286 15.9524 0.4558
29 2 2 2 2 2 6 6 22 3.1429 -0.9714 13.3524 -12.971
51
TP 100 97 119 100 101 179 168 864 T..
XP 3.3333 3.2333 3.9667 3.3333 3.3667 5.9667 5.6000 4.1143 X.. dP -0.7810 -0.8810 -0.1476 -0.7810 -0.7476 1.8524 1.4857
SD 1.3218 1.2507 1.4735 1.3476 1.2994 1.0662 1.1919
SE 0.49 0.47 0.55 0.50 0.49 0.40 0.45
N -24.2386
D 151.3616
JK non additivitas 3.881511
FK 3554.743
JK total 581.2571
JK Ulangan 128.9714 JK Perlakuan 246.4571
JK G A 205.8286
dasira uji additivitas sumber
ragam Db JK KT F hit
F tabel
5% 1%
ulangan 29 128.9714 perlakuan 6 246.4571 G Acak 174 205.8286
Non add 1 3.881511 3.881511 3.325136 3.901 6.801 sisa 173 201.9471 1.167324
Data additif
dasirasumber ragam Db JK KT F hit F tabel
5% 1%
ulangan 29 128.9714 4.4473 3.7597** 1.538 1.807 perlakuan 6 246.4571 41.0762 34.7250** 2.1504 2.910 G Acak 174 205.8286 1.1829
Total 209
Keterangan:
52
BNJ 5%
W = q
α
(p, n
2) x Sx
W= 4.2237 x 0.199 = 0.84
Tekstur % Penambahan Bekatul Dalam MOCORIN Terigu
12,5 62,5 37,5 50 25 0
53
SECARA KESELURUHAN
ulangan perlakuan
P1 P2 P3 P4 P5 P6 P7 TU XU dU W W*dU
1 4 4 5 4 5 5 5 32 4.5714 0.4476 2.5714 1.1510
2 2 2 3 1 1 2 6 17 2.4286 -1.6952 6.6286 -11.237
3 2 6 4 2 2 6 6 28 4.0000 -0.1238 11.2667 -1.3949
4 4 6 5 3 3 7 7 35 5.0000 0.8762 10.5333 9.2292
5 3 2 3 3 2 7 6 26 3.7143 -0.4095 13.1476 -5.3843
6 3 4 3 3 3 6 5 27 3.8571 -0.2667 8.1238 -2.1663
7 3 3 5 3 3 7 7 31 4.4286 0.3048 13.2286 4.0316
8 5 5 6 5 5 6 6 38 5.4286 1.3048 3.3286 4.3430
9 2 3 4 4 5 7 5 30 4.2857 0.1619 9.5524 1.5466
10 4 3 5 5 5 7 6 35 5.0000 0.8762 7.5333 6.6006
11 6 6 5 1 4 7 6 35 5.0000 0.8762 7.8000 6.8343
12 3 3 4 3 3 6 5 27 3.8571 -0.2667 8.6571 -2.3086
13 4 5 5 5 5 6 5 35 5.0000 0.8762 3.2667 2.8622
14 1 2 2 3 3 6 3 20 2.8571 -1.2667 9.0238 -11.430
15 4 4 4 3 4 6 6 31 4.4286 0.3048 7.4286 2.2639
16 3 3 3 3 3 6 5 26 3.7143 -0.4095 8.6143 -3.5278
17 2 3 3 3 5 6 3 25 3.5714 -0.5524 5.8381 -3.2249
18 1 2 2 1 2 6 3 17 2.4286 -1.6952 11.4952 -19.487
19 3 4 5 5 3 7 6 33 4.7143 0.5905 9.7810 5.7754
20 4 4 5 5 4 6 7 35 5.0000 0.8762 7.0000 6.1333
21 2 3 4 3 3 6 5 26 3.7143 -0.4095 9.8810 -4.0465
22 2 2 2 2 3 5 3 19 2.7143 -1.4095 6.6143 -9.3230
23 5 5 4 3 3 6 5 31 4.4286 0.3048 5.2286 1.5935
24 2 5 5 5 3 7 6 33 4.7143 0.5905 10.5143 6.2084
25 3 3 5 4 4 6 4 29 4.1429 0.0190 5.8429 0.1113
26 2 5 6 2 2 6 5 28 4.0000 -0.1238 10.6000 -1.3124
27 1 2 5 4 3 7 6 28 4.0000 -0.1238 14.0667 -1.7416
28 2 2 6 5 5 7 7 34 4.8571 0.7333 11.7571 8.6219
29 3 3 3 3 3 7 6 28 4.0000 -0.1238 11.9000 -1.4733
54
TP 87 109 125 98 101 185 161 866 T..
XP 2.9000 3.6333 4.1667 3.2667 3.3667 6.1667 5.3667 4.1238 X.. dP -1.2238 -0.4905 0.0429 -0.8571 -0.7571 2.0429 1.2429
SD 1.2415 1.3257 1.1769 1.2576 1.1290 0.9855 1.1885
SE 0.46 0.49 0.44 0.47 0.42 0.37 0.44
N -13.8868
D 155.1886
JK non additivitas 1.24263
FK 3571.219
JK total 550.781
JK Ulangan 123.9238 JK Perlakuan 262.981
JK G A 163.8762
dasira uji additivitas sumber
ragam Db JK KT F hit
F tabel
5% 1%
ulangan 29 123.9238 perlakuan 6 262.981 G Acak 174 163.8762
Non add 1 1.24263 1.24263 1.321837 3.901 6.801 sisa 173 162.6336 0.940078
Data additif
dasirasumber ragam Db JK KT F hit F tabel
5% 1%
ulangan 29 123.9238 4.2732 4.5373** 1.538 1.807 perlakuan 6 262.981 43.8302 46.5388** 2.1504 2.910 G Acak 174 163.8762 0.9418
Total 209
Keterangan:
55
BNJ 5%
W = q
α
(p, n
2) x Sx
W= 4.2237 x 0.1772 = 0.75
% Penambahan Bekatul Dalam MOCORIN
Terigu
62,5 37,5 50 12,5 25 0