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6. DAFTAR PUSTAKA
Ahsan, M.; B. Habiba and M. Parvin. 2008. A Review on Culture, Production and Use
of Spirulina as Food For Humans and Feeds For Domestic Animals and Fish.
Akesowan, A. 2009. Quality of Reduced-Fat Chiffon Cakes Prepared with Erythritol-
Sucralose as Replacement for Sugar. Pakistan Journal of Nutrition 8 (9): 1383-
1386. http://www.pjbs.org/pjnonline/fin1154.pdf. Diakses tanggal 29 Maret 2013.
Amiarti, D. R. 2006. Sifat Fisik Dan Fungsional Tepung Putih Telur Itik dengan
Penambahan Taraf Asam Sitrat Yang Berbeda. Skripsi. Fakultas Peternakan. Institut
Pertanian Bogor, Bogor.
Angka, S.I. dan M.T. Suhartono. 2000. Bioteknologi Hasil Laut. Pusat Kajian
Sumberdaya Pesisir dan Lautan. Institut Pertanian Bogor. Bogor
Anonim. 2012. Foodreview Indonesia Vol. Vii/No. 4/April 2012.
AOAC Official Method of Analysis. 2005. The Association of Official Analytical of
Chemist, Inc. United States.
Atrika, B. 2011. Karakteristik Pigmen Fikosianin dari Spirulina fusiformis yang
Dikeringkan dan Diamobilisasi. Institut Pertanian Bogor. Bogor
Beuchat, L.R. 1981. Microbial Stability as Affected by Water Activity. Cereal Foods
World, 26:345. Dalam Decagon. 2012. Fundamentals of Water Activity. Aqua Lab
Decagon Devices, Inc. USA.
http://www.aqualab.com/assets/Newsletters/Fundamentals-of-Water-Activity.pdf
Diakses tanggal 17 September 2013.
Bourne, M. 2002. Food Texture and Viscosity. Concept and Measurement, 2nd ed.
Academic Press. London. www.books.google.co.id. Diakses tanggal 2 Oktober
2013.
Braker, F. 2003. The Simple Art of Perfect Baking. Chronicle Books.
www.books.google.co.id. Diakses tanggal 2 Oktober 2013.
Chaiya, B. and R.Pongsawatmanit. 2011. Quality of Batter and Sponge Cake Prepared
from Wheat-Tapioca Flour Blends. Kasetsart J. (Nat. Sci.) 45 : 305 – 313.
http://kasetsartjournal.ku.ac.th/kuj_files/2011/A1106211655184223.pdf. Diakses
tanggal 29 Maret 2013.
36
Civille, G. V.; and A. S. Szczesniak. 1973. Guidelines to Training a Texture Profile
Panel. Journal of Texture Studies, 4, 204–223. Dalam Szczesniak, A.S. 2000.
Texture is a Sensory Property. Food Quality and Preference 13(2002) 215–225.
Diakses tanggal 29 Maret 2013.
Colla, L.M.; T.E. Bertolin; J.A.V. Costa. 2004. Fatty Acids Profile of Spirulina
platensis Grown Under Different Temperatures and Nitrogen Concentrations. Z.
Naturforsch 59c: 55-59. http://www.znaturforsch.com/ac/v59c/s59c0055.pdf
Estrada, J. E.; Besco and A. M. Fresno. 2001, Antioxidant Activity of Different
Fractions of Spirulina platensis Protean Extract. Il Farmaco. 56, 497-500. Dalam
Colla LM, Bertolin TE, Costa JAV. 2004. Fatty Acids Profile of Spirulina platensis
Grown Under Different Temperatures and Nitrogen Concentrations. Z. Naturforsch
59c: 55-59.
Foster, N. 2013. What is a Bain Marie?. http://www.wisegeek.org/what-is-a-bain-
marie.htm. Diakses tanggal 18 Oktober 2013.
Gelinas, P.; G. Roy and M. Guillet. 1999. Relative effects of ingredients on cake staling
based on an accelerated shelf-life test. J. Food Sci.64: 937–940. Dalam Chaiya, B.
and R.Pongsawatmanit. 2011. Quality of Batter and Sponge Cake Prepared from
Wheat-Tapioca Flour Blends. Kasetsart J. (Nat. Sci.) 45 : 305 – 313.
Gomez, M., B. Oliete, C.M. Rosell, V. Pando, E. Fernandez. 2008. Studies on Cake
Quality Made of Wheat-Chickpea Flour Blends. LWTFood Sci. Technol. 41: 1701–
1709. Diakses tanggal 28 September 2013.
Harris, R.S. dan R.S. Karmas. 1989. Evaluasi Gizi pada Pengolahan Bahan Pangan.
Penerbit ITB, Bandung. Dalam Nisviaty, Annisya.2006 . Pemanfaatan Tepung Ubi
Jalar (Ipomoea batatas L.) Klon BB00105.10 Sebagai Bahan Dasar Produk Olahan
Kukus Serta Evaluasi Mutu Gizi Dan Indeks Glikemiknya. IPB.
Henrikson, R. 1994, Microalga Spirulina. Superali- mento del futuro. Ediciones S. A.
Urano, Barcelona, Spain.dalam Colla LM, Bertolin TE, Costa JAV. 2004. Fatty
Acids Profile of Spirulina platensis Grown Under Different Temperatures and
Nitrogen Concentrations. Z. Naturforsch 59c: 55-59.
Kabinawa, K. 2006. Spirulina Ganggang Penggempur Aneka Penyakit. AgroMedia
Pustaka. Jakarta.
Kato, A dan S. Nakai. 1980. Hydrophobicity Determined by a Fluorescent Probe
Method and its Correlation with Surface Properties of Proteins. Biochem, Biophys.
Acta.,624:13. Dalam Zayas, J.F. 1997. Functionality of Proteins in Food. Springer.
German.
37
Kilara, A. 1994. Whey Protein Functionality. Dalam Subagio, A.; W.S. Windrati dan Y.
Witono. 2003. Jurnal Teknologi dan Industri Pangan. Jurusan Teknologi Hasil
Pertanian Fakultas Teknologi Pertanian Universitas Jember.
Kozlenko, R dan R.H. Henson 1998. Latest Scientific Research on Spirulina: Effects on
the AIDS virus, cancer and the immune
system.http://www.Spirulinasource.com/earthfoodch2b.html.
Lee, S.; G.E. Inglet and C.J. Carriere. 2004. Effect of Nutrim oat Bran and Flaxseed on
Rheological Properties of Cake. Cereal Chemistry 81(5):637-642.
Manley, D. 2000. Technology of Biscuits, Crackers and Cookies 3rd
edition. Ellis
Harwood Limited, London. www.books.google.co.id.
Matz, S. A. 1992. Bakery Technology and Enginering. 3rd Edition. Van Nostrand
Reinhold, New York.
Matz, S. A and T. D. Matz. 1978. Cookies and Crackers Technology. The AVI
Publishing Company Incorporation. Westport, Connecticut. Dalam Nisviaty,
Annisya.2006 . Pemanfaatan Tepung Ubi Jalar (Ipomoea batatas L.) Klon
BB00105.10 Sebagai Bahan Dasar Produk Olahan Kukus Serta Evaluasi Mutu Gizi
Dan Indeks Glikemiknya. IPB.
Miranda, M. S., et al. 1998. Antioxidant Activity of the Microalga Spirulina maxima.
Braz. J. Med. Biol. Res. 31, 1075- 1079. Dalam Colla LM, Bertolin TE, Costa JAV.
2004. Fatty Acids Profile of Spirulina platensis Grown Under Different
Temperatures and Nitrogen Concentrations.
Molly, K.Z.W, Lae. 2009. Study on Changing of Protein and Carbohydrate Ratios in
Spirulina Due to Light Intensity. Universities Research Journal 2009 Vol 2.
Moorhead,K., B. Capelli. 2006.Spirulina Nature’s Food. Hawaii. Cyanotech
Corporation.
Nisviaty, A. 2006 . Pemanfaatan Tepung Ubi Jalar (Ipomoea batatas L.) Klon
BB00105.10 Sebagai Bahan Dasar Produk Olahan Kukus Serta Evaluasi Mutu Gizi
Dan Indeks Glikemiknya. IPB.
Http://Repository.Ipb.Ac.Id/Bitstream/Handle/123456789/45970/F06ani2.Pdf
Diakses tanggal 19 Februari 2013..
Pamungkas, E. 2005. Pengolahan limbah cair PT. Pupuk Kujang dengan Spirulina pada
Reaktor Curah (Batch). Program studi Teknologi Hasil Perairan, Fakultas
Perikanan dan Ilmu Kelautan. Institut Pertanian Bogor. Bogor.
38
Pristanti, Y.W. 2011. Uji Stabilitas pH dan Termal pada Pewarna Bubuk Alami
Fikosianin dari Spirulina platensis. Universitas Kaolik Soegijapranata. Semarang.
Rosenthal, A.J. 1999. Food Texture: Measurement and Perception. Aspen publisher,
Inc. Marryland.
Setiadi, Andang. 2008. Cermati Bahan-bahan Kue. Food Review Indonesia.
http://kulinologi.biz/preview.php?view&id=70
Shyu, Y. S. and W. C. Sung. 2010. Improving The Emulsion Stability of Sponge cake
By The Addition of γ-Polyglutamic Acid. Journal of Marine Science and
Technology, Vol. 18, No. 6, pp. 895-900. http://jmst.ntou.edu.tw/marine/18-6/895-
900.pdf. Diakses tanggal 9 Oktober 2013.
Spolaroe, P., et al. 2006. Comercial Application of Microalgae Review. J Biosci and
Bioeng. 101 (2): 87-96.
Stadelman, W. J. and O. J. Cotteril. 1995. Egg Science and Technology. 4th Edition.The
Haworth Press, Inc. USA. Dalam Apriandini, Dian. 2007. Penambahan Asam Sitrat
Pada Pembuatan Tepung Putih Telur Itik Terhadap Sifat Fisik Dan Sensori Angel
Food Cake. Institut Pertanian Bogor. Bogor. Diakses tanggal 11 Maret 2013.
Subagio, A.; W.S. Windrati dan Y. Witono. 2003. Pengaruh Penambahan Isolat Protein
Koro Pedang (Canavalia ensiformis L.) Terhadap Karakteristik Cake. Jurnal
Teknologi dan Industri Pangan. Jember. Diakses tanggal 21 Agustus 2013.
Tabita, A. 2012. Karakteristik Fungsional Protein Spirulina platensis. Skripsi. Program
Studi Teknologi Pangan. Universitas Katolik Soegijapranata. Semarang.
Wang,R.; W. Zhou; and M. Isabelle. 2006. Comparison Study of the Effect of Green
Tea Extract (GTE) on The Quality by Instrumental Analysis and Sensory
Evaluation. Food Research International 40:470-479.
Zayas, J.F. 1997. Functionality of Proteins in Food. Springer. German.
39
7. LAMPIRAN
Lampiran 1. Worksheet Uji Ranking Hedonik
Worksheet Uji Ranking Hedonik
Tanggal uji :
Jenis sampel : Sponge cake
Identifikasi sampel: Kode
Sponge cake kontrol(0%) A
Sponge cake dengan penambahan 10% Spirulina sp. B
Sponge cake dengan penambahan 20% Spirulina sp. C
Sponge cake dengan penambahan 30% Spirulina sp. D
Sponge cake dengan penambahan 40% Spirulina sp. E
Kode kombinasi urutan penyajian:
ABCDE = 1
ABDCE =2
ACBDE =3
ACDBE =4
ADEBC =5
AEBCD =6
BACDE =7
BADCE =8
BCAED =9
BDACE =10
BEACD =11
BEDAC =12
CABDE =13
CADEB =14
CBDAE =15
CBEAD =16
CDEAB =17
CEABD =18
DABCE =19
DACEB =20
DBACE =21
DBCEA =22
DCABE =23
DEBAC =24
EABCD =25
EACBD =26
EBACD =27
EBCDA =28
ECABD =29
EDBAC =30
Penyajian:
Booth Panelis Kode sampel urutan penyajian
I #1 776, 223, 544, 113, 662 1
II #2 818, 183, 933, 522, 282 2
III #3 916, 984, 138, 651, 274 3
IV #4 232, 946, 891, 163, 379 4
I #5 374, 938, 791, 593, 711 5
II #6 461, 139, 581, 445, 572 6
III #7 542, 486, 734, 128, 963 7
IV #8 537, 791, 478, 121, 957 8
I #9 746, 595, 774, 585, 841 9
II #10 478, 437, 795, 237, 829 10
III #11 749, 641, 755, 475, 218 11
IV #12 721, 375, 191, 643, 986 12
I #13 925, 765, 287, 132, 193 13
II #14 932, 439, 786, 615, 556 14
III #15 842, 725, 296, 611, 384 15
IV #16 797, 553, 187, 868, 372 16
I #17 399, 935, 965, 319, 183 17
40
II #18 596, 112, 775, 988, 747 18
III #19 863, 896, 788, 441, 615 19
IV #20 161, 513, 258, 361, 875 20
I #21 214, 859, 349, 177, 167 21
II #22 669, 392, 674, 438, 122 22
III #23 349, 167, 481, 659, 565 23
IV #24 192, 118, 935, 335, 856 24
I #25 452, 889, 834, 662, 261 25
II #26 859, 338, 145, 658, 294 26
III #27 141, 754, 313, 362, 299 27
IV #28 746, 176, 415, 397, 158 28
I #29 841, 317, 932, 855, 659 29
II #30 446 569, 637, 918, 195 30
Rekap kode sampel:
Sampel A 776, 818, 916, 232, 374, 461, 486, 791, 774, 795,
755, 643, 765, 439, 611, 868, 319, 775, 896, 513,
349, 122, 481, 335, 889, 338, 313, 158, 932, 918
Sampel B 223, 183, 138, 163, 593, 581, 542, 537, 746, 478,
749, 721, 287, 556, 725, 553, 183, 988, 788, 875,
859, 392, 659, 935, 834, 658, 754, 176, 855, 637
Sampel C 544, 522, 984, 946, 711, 445, 734, 121, 595, 237,
475, 986, 925, 932, 842, 797, 399, 596, 441, 258
177, 674, 167, 856, 662, 145, 362, 415, 317, 195
Sampel D 113, 933, 651, 891, 938, 572, 128, 478, 841, 437,
218, 191, 132, 786, 296, 372, 935, 747, 863, 161,
214, 669, 349, 192, 261, 294, 299, 397, 659, 569
Sampel E 662, 282, 274, 379, 791, 139, 963, 957, 585, 829,
641, 375, 193, 615, 384, 187, 965, 112, 615, 361,
167, 438, 565, 118, 452, 859, 141, 746, 841, 446
41
Lampiran 2. Scoresheet Uji Ranking Hedonik
UJI RANKING HEDONIK
Nama : Tanggal:
Produk : Sponge cake
Atribut : Rasa
Instruksi :
Berkumur-kumurlah dahulu sebelum menguji sampel.
Di hadapan Anda terdapat 5(lima) sampel Sponge cake. Tulis kode sampel dari kiri ke
kanan secara berurutan pada kolom yang telah disediakan. Cicipi dan bandingkan
sampel secara berturutan dari kiri ke kanan. Setelah mencicipi 1 sampel dan
merasakannya, minumlah air putih dan berikan jeda sebelum Anda mencicipi sampel
selanjutnya. Anda dapat mengulang sesering yang Anda perlukan. Beri penilaian sesuai
dengan tingkat kesukaan Anda. Urutkan sampel dari yang paling Anda sukai(=5) hingga
sampel yang paling tidak Anda sukai (=1)
Kode sampel Ranking (jangan ada yang dobel)
Terima Kasih
42
UJI RANKING HEDONIK
Nama : Tanggal:
Produk : Sponge cake
Atribut : Tekstur
Instruksi :
Berkumur-kumurlah dahulu sebelum menguji sampel.
Di hadapan Anda terdapat 5(lima) sampel Sponge cake. Tulis kode sampel dari kiri ke
kanan secara berurutan pada kolom yang telah disediakan. Bandingkan sampel secara
berturutan dari kiri ke kanan. Setelah mencicipi 1 sampel dan merasakan teksturnya,
minumlah air putih dan berikan jeda sebelum Anda mencicipi sampel selanjutnya. Anda
dapat mengulang sesering yang Anda perlukan. Beri penilaian sesuai dengan tingkat
kesukaan Anda. Urutkan sampel dari yang paling Anda sukai(=5) hingga sampel yang
paling tidak Anda sukai (=1)
Kode sampel Ranking (jangan ada yang dobel)
Terima Kasih
43
UJI RANKING HEDONIK
Nama : Tanggal:
Produk : Sponge cake
Atribut : Warna
Instruksi :
Di hadapan Anda terdapat 5(lima) sampel Sponge cake. Tulis kode sampel dari kiri ke
kanan secara berurutan pada kolom yang telah disediakan. Bandingkan sampel secara
berturutan dari kiri ke kanan. Anda dapat mengulang sesering yang Anda perlukan. Beri
penilaian sesuai dengan tingkat kesukaan Anda. Urutkan sampel dari yang paling Anda
sukai(=5) hingga sampel yang paling tidak Anda sukai (=1)
Kode sampel Ranking (jangan ada yang dobel)
Terima Kasih
44
UJI RANKING HEDONIK
Nama : Tanggal:
Produk : Sponge cake
Atribut : Aroma
Instruksi :
Di hadapan Anda terdapat 5(lima) sampel Sponge cake. Tulis kode sampel dari kiri ke
kanan secara berurutan pada kolom yang telah disediakan. Bandingkan aroma dari
sampel secara berturutan dari kiri ke kanan. Anda dapat mengulang sesering yang Anda
perlukan. Beri penilaian sesuai dengan tingkat kesukaan Anda. Urutkan sampel dari
yang paling Anda sukai(=5) hingga sampel yang paling tidak Anda sukai (=1)
Kode sampel Ranking (jangan ada yang dobel)
Terima Kasih
45
UJI RANKING HEDONIK
Nama : Tanggal:
Produk : Sponge cake
Atribut : Overall
Instruksi :
Di hadapan Anda terdapat 5(lima) sampel Sponge cake. Tulis kode sampel dari kiri ke
kanan secara berurutan pada kolom yang telah disediakan. Bandingkan semua atribut
yang terdapat pada sampel secara keseluruhan secara berturutan dari kiri ke kanan.
Anda dapat mengulang sesering yang Anda perlukan. Beri penilaian sesuai dengan
tingkat kesukaan Anda. Urutkan sampel dari yang paling Anda sukai(=5) hingga sampel
yang paling tidak Anda sukai (=1)
Kode sampel Ranking (jangan ada yang dobel)
Terima Kasih
46
Lampiran 3. Analisa Data
(a) Analisa Data Kadar Protein
Descriptives
PERLAKUAN Statistic Std. Error
PROTEIN 0% Mean 7,9671 ,12381
95% Confidence Interval for Mean
Lower Bound
7,6233
Upper Bound 8,3108
5% Trimmed Mean 7,9768
Median 8,0546
Variance ,077
Std. Deviation ,27686
Minimum 7,53
Maximum 8,23
Range ,70
Interquartile Range ,48
Skewness -1,186 ,913
Kurtosis 1,050 2,000
10% Mean 8,6324 ,05253
95% Confidence Interval for Mean
Lower Bound
8,4866
Upper Bound 8,7783
5% Trimmed Mean 8,6334
Median 8,5799
Variance ,014
Std. Deviation ,11746
Minimum 8,49
Maximum 8,76
Range ,26
Interquartile Range ,22
Skewness ,166 ,913
Kurtosis -2,407 2,000
20% Mean 9,4029 ,16977
95% Confidence Interval for Mean
Lower Bound
8,9315
Upper Bound 9,8742
5% Trimmed Mean 9,4068
Median 9,4554
Variance ,144
Std. Deviation ,37961
47
Minimum 8,93
Maximum 9,81
Range ,88
Interquartile Range ,74
Skewness -,269 ,913
Kurtosis -2,342 2,000
30% Mean 10,2258 ,08488
95% Confidence Interval for Mean
Lower Bound
9,9902
Upper Bound 10,4615
5% Trimmed Mean 10,2190
Median 10,1558
Variance ,036
Std. Deviation ,18980
Minimum 10,07
Maximum 10,51
Range ,44
Interquartile Range ,35
Skewness ,913 ,913
Kurtosis -,738 2,000
40% Mean 11,6967 ,48319
95% Confidence Interval for Mean
Lower Bound
10,3551
Upper Bound 13,0382
5% Trimmed Mean 11,6587
Median 11,6442
Variance 1,167
Std. Deviation 1,08045
Minimum 10,68
Maximum 13,40
Range 2,71
Interquartile Range 1,88
Skewness 1,079 ,913
Kurtosis 1,069 2,000
Tests of Normality
PERLAKUAN
Kolmogorov-Smirnov(a) Shapiro-Wilk
Statistic df Sig. Statistic df Sig.
PROTEIN 0% ,224 5 ,200(*) ,912 5 ,482
10% ,273 5 ,200(*) ,852 5 ,201
20% ,197 5 ,200(*) ,924 5 ,556
30% ,244 5 ,200(*) ,871 5 ,272
40% ,223 5 ,200(*) ,907 5 ,447
* This is a lower bound of the true significance. a Lilliefors Significance Correction
48
Descriptives
PROTEIN
N Mean Std.
Deviation Std. Error
95% Confidence Interval for Mean
Minimum Maximum Lower Bound
Upper Bound
0% 5 7,9671 ,27686 ,12381 7,6233 8,3108 7,53 8,23
10% 5 8,6324 ,11746 ,05253 8,4866 8,7783 8,49 8,76
20% 5 9,4029 ,37961 ,16977 8,9315 9,8742 8,93 9,81
30% 5 10,2258 ,18980 ,08488 9,9902 10,4615 10,07 10,51
40% 5 11,6967 1,08045 ,48319 10,3551 13,0382 10,68 13,40
Total 25 9,5850 1,41263 ,28253 9,0019 10,1681 7,53 13,40
PROTEIN
Duncan
PERLAKUAN N
Subset for alpha = .05
1 2 3 4
0% 5 7,9671
10% 5 8,6324
20% 5 9,4029
30% 5 10,2258
40% 5 11,6967
Sig. ,064 1,000 1,000 1,000
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 5,000.
(b) Analisa Data Water Activity
Descriptives
PERLAKUAN Statistic Std. Error
water_activity 0% Mean ,87760 ,005793
95% Confidence Interval for Mean
Lower Bound ,86152
Upper Bound ,89368
5% Trimmed Mean ,87806
Median ,88500
Variance ,000
Std. Deviation ,012954
Minimum ,859
Maximum ,888
Range ,029
Interquartile Range ,024
Skewness -,903 ,913
49
Kurtosis -1,445 2,000
10% Mean ,87960 ,004739
95% Confidence Interval for Mean
Lower Bound ,86644
Upper Bound ,89276
5% Trimmed Mean ,87961
Median ,87800
Variance ,000
Std. Deviation ,010597
Minimum ,868
Maximum ,891
Range ,023
Interquartile Range ,021
Skewness ,142 ,913
Kurtosis -2,829 2,000
20% Mean ,87080 ,004042
95% Confidence Interval for Mean
Lower Bound ,85958
Upper Bound ,88202
5% Trimmed Mean ,87117
Median ,87200
Variance ,000
Std. Deviation ,009039
Minimum ,856
Maximum ,879
Range ,023
Interquartile Range ,015
Skewness -1,383 ,913
Kurtosis 2,109 2,000
30% Mean ,86540 ,003995
95% Confidence Interval for Mean
Lower Bound ,85431
Upper Bound ,87649
5% Trimmed Mean ,86556
Median ,86600
Variance ,000
Std. Deviation ,008933
Minimum ,852
Maximum ,876
Range ,024
Interquartile Range ,016
Skewness -,661 ,913
Kurtosis ,901 2,000
40% Mean ,86240 ,004864
95% Confidence Interval for Mean
Lower Bound ,84889
Upper Bound ,87591
50
5% Trimmed Mean ,86239
Median ,86100
Variance ,000
Std. Deviation ,010877
Minimum ,848
Maximum ,877
Range ,029
Interquartile Range ,020
Skewness ,069 ,913
Kurtosis ,021 2,000
Tests of Normality
PERLAKUAN Kolmogorov-Smirnov(a) Shapiro-Wilk
Statistic df Sig. Statistic df Sig.
water_activity 0% ,316 5 ,115 ,831 5 ,142
10% ,237 5 ,200(*) ,879 5 ,306
20% ,265 5 ,200(*) ,882 5 ,318
30% ,194 5 ,200(*) ,975 5 ,906
40% ,151 5 ,200(*) ,994 5 ,992
* This is a lower bound of the true significance. a Lilliefors Significance Correction
Descriptives
water_activity
N Mean Std.
Deviation Std. Error
95% Confidence Interval for Mean
Minimum Maximum Lower Bound
Upper Bound
0% 5 ,87760 ,012954 ,005793 ,86152 ,89368 ,859 ,888
10% 5 ,87960 ,010597 ,004739 ,86644 ,89276 ,868 ,891
20% 5 ,87080 ,009039 ,004042 ,85958 ,88202 ,856 ,879
30% 5 ,86540 ,008933 ,003995 ,85431 ,87649 ,852 ,876
40% 5 ,86240 ,010877 ,004864 ,84889 ,87591 ,848 ,877
Total 25 ,87116 ,011820 ,002364 ,86628 ,87604 ,848 ,891
water_activity
Duncan
PERLAKUAN N
Subset for alpha = .05
1 2
40% 5 ,86240
30% 5 ,86540 ,86540
20% 5 ,87080 ,87080
0% 5 ,87760
10% 5 ,87960
51
Sig. ,249 ,064
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 5,000.
(c) Analisa Data Tekstur
Descriptives
PERLAKUAN Statistic Std. Error
HARDNESS 0% Mean 69,1648 3,48868
95% Confidence Interval for Mean Lower Bound 59,4787
Upper Bound 78,8509
5% Trimmed Mean 69,3425
Median 69,9940
Variance 60,854
Std. Deviation 7,80092
Minimum 57,40
Maximum 77,73
Range 20,33
Interquartile Range 13,92
Skewness -,786 ,913
Kurtosis ,499 2,000
10% Mean 110,3402 6,69778
95% Confidence Interval for Mean Lower Bound 91,7442
Upper Bound 128,9362
5% Trimmed Mean 110,6218
Median 106,8100
Variance 224,301
Std. Deviation 14,97668
Minimum 89,86
Maximum 125,75
Range 35,89
Interquartile Range 27,71
Skewness -,292 ,913
Kurtosis -1,229 2,000
20% Mean 170,1140 11,98989
95% Confidence Interval for Mean Lower Bound 136,8247
Upper Bound 203,4033
5% Trimmed Mean 170,4406
Median 170,3000
Variance 718,787
Std. Deviation 26,81021
Minimum 136,09
52
Maximum 198,26
Range 62,17
Interquartile Range 52,41
Skewness -,201 ,913
Kurtosis -2,132 2,000
30% Mean 175,6780 7,69797
95% Confidence Interval for Mean Lower Bound 154,3050
Upper Bound 197,0510
5% Trimmed Mean 176,1378
Median 185,9800
Variance 296,293
Std. Deviation 17,21318
Minimum 151,73
Maximum 191,35
Range 39,62
Interquartile Range 31,17
Skewness -,782 ,913
Kurtosis -1,801 2,000
40% Mean 207,8620 16,17144
95% Confidence Interval for Mean Lower Bound 162,9629
Upper Bound 252,7611
5% Trimmed Mean 207,1944
Median 198,4700
Variance 1307,577
Std. Deviation 36,16044
Minimum 167,21
Maximum 260,53
Range 93,32
Interquartile Range 65,53
Skewness ,663 ,913
Kurtosis -,181 2,000
COHESIVENESS 0% Mean ,2787 ,04164
95% Confidence Interval for Mean Lower Bound ,1631
Upper Bound ,3944
5% Trimmed Mean ,2819
Median ,2945
Variance ,009
Std. Deviation ,09312
Minimum ,13
Maximum ,37
Range ,23
Interquartile Range ,16
Skewness -1,079 ,913
Kurtosis ,891 2,000
10% Mean ,3104 ,00776
95% Confidence Interval for Mean Lower Bound ,2889
53
Upper Bound ,3320
5% Trimmed Mean ,3103
Median ,3037
Variance ,000
Std. Deviation ,01734
Minimum ,29
Maximum ,33
Range ,04
Interquartile Range ,03
Skewness ,420 ,913
Kurtosis -3,101 2,000
20% Mean ,3229 ,01600
95% Confidence Interval for Mean Lower Bound ,2785
Upper Bound ,3673
5% Trimmed Mean ,3237
Median ,3389
Variance ,001
Std. Deviation ,03578
Minimum ,27
Maximum ,36
Range ,09
Interquartile Range ,07
Skewness -,743 ,913
Kurtosis -1,246 2,000
30% Mean ,3362 ,00716
95% Confidence Interval for Mean Lower Bound ,3163
Upper Bound ,3561
5% Trimmed Mean ,3363
Median ,3349
Variance ,000
Std. Deviation ,01602
Minimum ,32
Maximum ,35
Range ,04
Interquartile Range ,03
Skewness -,068 ,913
Kurtosis -2,063 2,000
40% Mean ,2846 ,00924
95% Confidence Interval for Mean Lower Bound ,2589
Upper Bound ,3102
5% Trimmed Mean ,2843
Median ,2733
Variance ,000
Std. Deviation ,02067
Minimum ,26
54
Maximum ,31
Range ,05
Interquartile Range ,04
Skewness ,549 ,913
Kurtosis -2,645 2,000
SPRINGINESS 0% Mean 5,5573 ,25087
95% Confidence Interval for Mean Lower Bound 4,8608
Upper Bound 6,2539
5% Trimmed Mean 5,5462
Median 5,5694
Variance ,315
Std. Deviation ,56097
Minimum 4,93
Maximum 6,39
Range 1,46
Interquartile Range 1,00
Skewness ,638 ,913
Kurtosis ,243 2,000
10% Mean 6,0218 ,12699
95% Confidence Interval for Mean Lower Bound 5,6692
Upper Bound 6,3744
5% Trimmed Mean 6,0205
Median 6,1162
Variance ,081
Std. Deviation ,28396
Minimum 5,70
Maximum 6,37
Range ,67
Interquartile Range ,54
Skewness -,113 ,913
Kurtosis -2,134 2,000
20% Mean 6,1614 ,22088
95% Confidence Interval for Mean Lower Bound 5,5481
Upper Bound 6,7746
5% Trimmed Mean 6,1743
Median 6,3374
Variance ,244
Std. Deviation ,49391
Minimum 5,49
Maximum 6,60
Range 1,11
Interquartile Range ,94
Skewness -,643 ,913
Kurtosis -1,981 2,000
30% Mean 6,8279 ,14860
95% Confidence Interval for Mean Lower Bound 6,4153
55
Upper Bound 7,2404
5% Trimmed Mean 6,8276
Median 6,7447
Variance ,110
Std. Deviation ,33227
Minimum 6,46
Maximum 7,20
Range ,75
Interquartile Range ,65
Skewness ,223 ,913
Kurtosis -2,680 2,000
40% Mean 6,0148 ,32930
95% Confidence Interval for Mean Lower Bound 5,1005
Upper Bound 6,9291
5% Trimmed Mean 6,0222
Median 6,3823
Variance ,542
Std. Deviation ,73635
Minimum 5,16
Maximum 6,74
Range 1,59
Interquartile Range 1,40
Skewness -,487 ,913
Kurtosis -2,996 2,000
CHEWINESS 0% Mean 1,5012 ,37013
95% Confidence Interval for Mean Lower Bound ,4735
Upper Bound 2,5288
5% Trimmed Mean 1,4863
Median 1,2901
Variance ,685
Std. Deviation ,82763
Minimum ,50
Maximum 2,77
Range 2,27
Interquartile Range 1,34
Skewness ,748 ,913
Kurtosis 1,579 2,000
10% Mean 2,0267 ,14801
95% Confidence Interval for Mean Lower Bound 1,6158
Upper Bound 2,4377
5% Trimmed Mean 2,0422
Median 2,1542
Variance ,110
Std. Deviation ,33097
Minimum 1,49
56
Maximum 2,29
Range ,80
Interquartile Range ,56
Skewness -1,451 ,913
Kurtosis 1,755 2,000
20% Mean 3,3455 ,37717
95% Confidence Interval for Mean Lower Bound 2,2983
Upper Bound 4,3927
5% Trimmed Mean 3,3428
Median 3,1950
Variance ,711
Std. Deviation ,84339
Minimum 2,32
Maximum 4,42
Range 2,11
Interquartile Range 1,60
Skewness ,174 ,913
Kurtosis -1,445 2,000
30% Mean 3,9711 ,27027
95% Confidence Interval for Mean Lower Bound 3,2207
Upper Bound 4,7215
5% Trimmed Mean 3,9718
Median 3,9466
Variance ,365
Std. Deviation ,60435
Minimum 3,19
Maximum 4,74
Range 1,54
Interquartile Range 1,14
Skewness -,012 ,913
Kurtosis -1,046 2,000
40% Mean 3,5599 ,47756
95% Confidence Interval for Mean Lower Bound 2,2340
Upper Bound 4,8858
5% Trimmed Mean 3,5742
Median 3,8363
Variance 1,140
Std. Deviation 1,06785
Minimum 2,23
Maximum 4,63
Range 2,40
Interquartile Range 2,09
Skewness -,389 ,913
Kurtosis -2,558 2,000
GUMMINESS 0% Mean ,0229 ,00526
95% Confidence Interval for Mean Lower Bound ,0083
57
Upper Bound ,0375
5% Trimmed Mean ,0226
Median ,0203
Variance ,000
Std. Deviation ,01177
Minimum ,01
Maximum ,04
Range ,03
Interquartile Range ,02
Skewness 1,070 ,913
Kurtosis 1,468 2,000
10% Mean ,0343 ,00246
95% Confidence Interval for Mean Lower Bound ,0275
Upper Bound ,0411
5% Trimmed Mean ,0344
Median ,0345
Variance ,000
Std. Deviation ,00550
Minimum ,03
Maximum ,04
Range ,01
Interquartile Range ,01
Skewness -,492 ,913
Kurtosis ,410 2,000
20% Mean ,0549 ,00467
95% Confidence Interval for Mean Lower Bound ,0419
Upper Bound ,0679
5% Trimmed Mean ,0549
Median ,0529
Variance ,000
Std. Deviation ,01044
Minimum ,04
Maximum ,07
Range ,03
Interquartile Range ,02
Skewness -,084 ,913
Kurtosis -,172 2,000
30% Mean ,0632 ,00312
95% Confidence Interval for Mean Lower Bound ,0546
Upper Bound ,0719
5% Trimmed Mean ,0635
Median ,0659
Variance ,000
Std. Deviation ,00697
Minimum ,05
58
Maximum ,07
Range ,02
Interquartile Range ,01
Skewness -1,543 ,913
Kurtosis 2,468 2,000
40% Mean ,0595 ,00522
95% Confidence Interval for Mean Lower Bound ,0450
Upper Bound ,0740
5% Trimmed Mean ,0597
Median ,0610
Variance ,000
Std. Deviation ,01168
Minimum ,04
Maximum ,07
Range ,03
Interquartile Range ,02
Skewness -,383 ,913
Kurtosis -2,028 2,000
Tests of Normality
PERLAKUAN
Kolmogorov-Smirnov(a) Shapiro-Wilk
Statistic df Sig. Statistic df Sig.
HARDNESS 0% ,171 5 ,200(*) ,965 5 ,840
10% ,226 5 ,200(*) ,910 5 ,466
20% ,216 5 ,200(*) ,926 5 ,573
30% ,325 5 ,090 ,854 5 ,208
40% ,202 5 ,200(*) ,967 5 ,858
COHESIVENESS 0% ,187 5 ,200(*) ,922 5 ,540
10% ,255 5 ,200(*) ,819 5 ,114
20% ,273 5 ,200(*) ,914 5 ,489
30% ,206 5 ,200(*) ,943 5 ,685
40% ,308 5 ,136 ,857 5 ,218
SPRINGINESS 0% ,182 5 ,200(*) ,966 5 ,850
10% ,230 5 ,200(*) ,914 5 ,491
20% ,239 5 ,200(*) ,875 5 ,286
30% ,230 5 ,200(*) ,897 5 ,391
40% ,291 5 ,192 ,837 5 ,157
CHEWINESS 0% ,215 5 ,200(*) ,942 5 ,683
10% ,250 5 ,200(*) ,848 5 ,189
20% ,171 5 ,200(*) ,973 5 ,893
30% ,139 5 ,200(*) ,989 5 ,977
40% ,202 5 ,200(*) ,896 5 ,388
GUMMINESS 0% ,208 5 ,200(*) ,940 5 ,664
10% ,167 5 ,200(*) ,986 5 ,964
20% ,176 5 ,200(*) ,981 5 ,942
59
30% ,247 5 ,200(*) ,862 5 ,234
40% ,217 5 ,200(*) ,911 5 ,475
* This is a lower bound of the true significance. a Lilliefors Significance Correction
Descriptives
N
Mean
Std. Deviation
Std. Error
95% Confidence Interval for Mean
Minimum
Maximum
Lower Bound
Upper Bound
HARDNESS 0% 5 69,1648 7,80092
3,48868
59,4787 78,8509 57,40 77,73
10% 5
110,3402
14,97668 6,6977
8 91,7442
128,9362
89,86 125,75
20% 5
170,1140
26,81021 11,989
89 136,824
7 203,403
3 136,09 198,26
30% 5
175,6780
17,21318 7,6979
7 154,305
0 197,051
0 151,73 191,35
40% 5
207,8620
36,16044 16,171
44 162,962
9 252,761
1 167,21 260,53
Total 25
146,6318
55,05433 11,010
87 123,906
5 169,357
1 57,40 260,53
COHESIVENESS 0% 5 ,2787 ,09312 ,04164 ,1631 ,3944 ,13 ,37
10% 5 ,3104 ,01734 ,00776 ,2889 ,3320 ,29 ,33
20% 5 ,3229 ,03578 ,01600 ,2785 ,3673 ,27 ,36
30% 5 ,3362 ,01602 ,00716 ,3163 ,3561 ,32 ,35
40% 5 ,2846 ,02067 ,00924 ,2589 ,3102 ,26 ,31
Total 25
,3066 ,04824 ,00965 ,2867 ,3265 ,13 ,37
SPRINGINESS 0% 5 5,5573 ,56097 ,25087 4,8608 6,2539 4,93 6,39
10% 5 6,0218 ,28396 ,12699 5,6692 6,3744 5,70 6,37
20% 5 6,1614 ,49391 ,22088 5,5481 6,7746 5,49 6,60
30% 5 6,8279 ,33227 ,14860 6,4153 7,2404 6,46 7,20
40% 5 6,0148 ,73635 ,32930 5,1005 6,9291 5,16 6,74
Total 25
6,1166 ,62476 ,12495 5,8587 6,3745 4,93 7,20
CHEWINESS 0% 5 1,5012 ,82763 ,37013 ,4735 2,5288 ,50 2,77
10% 5 2,0267 ,33097 ,14801 1,6158 2,4377 1,49 2,29
20% 5 3,3455 ,84339 ,37717 2,2983 4,3927 2,32 4,42
30% 5 3,9711 ,60435 ,27027 3,2207 4,7215 3,19 4,74
40% 5 3,5599 1,06785 ,47756 2,2340 4,8858 2,23 4,63
Total 25
2,8809 1,19964 ,23993 2,3857 3,3761 ,50 4,74
GUMMINESS 0% 5 ,0229 ,01177 ,00526 ,0083 ,0375 ,01 ,04
10% 5 ,0343 ,00550 ,00246 ,0275 ,0411 ,03 ,04
20% 5 ,0549 ,01044 ,00467 ,0419 ,0679 ,04 ,07
30% 5 ,0632 ,00697 ,00312 ,0546 ,0719 ,05 ,07
40% 5 ,0595 ,01168 ,00522 ,0450 ,0740 ,04 ,07
Total 25
,0470 ,01822 ,00364 ,0394 ,0545 ,01 ,07
60
HARDNESS
Duncan
PERLAKUAN N
Subset for alpha = .05
1 2 3 4
0% 5 69,1648
10% 5 110,3402
20% 5 170,1140
30% 5 175,6780
40% 5 207,8620
Sig. 1,000 1,000 ,704 1,000
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 5,000.
COHESIVENESS
Duncan
PERLAKUAN N
Subset for alpha =
.05
1
0% 5 ,2780
40% 5 ,2820
10% 5 ,3100
20% 5 ,3220
30% 5 ,3360
Sig. ,099
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 5,000.
SPRINGINESS
Duncan
PERLAKUAN N
Subset for alpha = .05
1 2
0% 5 5,5600
40% 5 6,0160
10% 5 6,0240
20% 5 6,1620 6,1620
30% 5 6,8260
Sig. ,100 ,052
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 5,000.
61
CHEWINESS
Duncan
PERLAKUAN N
Subset for alpha = .05
1 2
0% 5 1,5020
10% 5 2,0280
20% 5 3,3460
40% 5 3,5600
30% 5 3,9720
Sig. ,297 ,242
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 5,000.
GUMMINESS
Duncan
PERLAKUAN N
Subset for alpha = .05
1 2
0% 5 ,02293
10% 5 ,03430
20% 5 ,05489
40% 5 ,05947
30% 5 ,06276
Sig. ,075 ,232
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 5,000.
(d) Analisa Data Crumb Colour
Descriptives
PERLAKUAN Statistic Std. Error
Lightness 0% Mean 78,1480 ,42896
95% Confidence Interval for Mean
Lower Bound 76,9570
Upper Bound 79,3390
5% Trimmed Mean 78,1761
Median 78,2300
Variance ,920
Std. Deviation ,95918
Minimum 76,66
Maximum 79,13
Range 2,47
Interquartile Range 1,69
Skewness -,978 ,913
Kurtosis ,902 2,000
62
10% Mean 56,9760 ,96104
95% Confidence Interval for Mean
Lower Bound 54,3077
Upper Bound 59,6443
5% Trimmed Mean 56,9011
Median 56,4700
Variance 4,618
Std. Deviation 2,14896
Minimum 54,80
Maximum 60,50
Range 5,70
Interquartile Range 3,45
Skewness 1,356 ,913
Kurtosis 2,420 2,000
20% Mean 44,7700 ,85891
95% Confidence Interval for Mean
Lower Bound 42,3853
Upper Bound 47,1547
5% Trimmed Mean 44,7783
Median 45,3500
Variance 3,689
Std. Deviation 1,92059
Minimum 42,16
Maximum 47,23
Range 5,07
Interquartile Range 3,39
Skewness -,215 ,913
Kurtosis -,226 2,000
30% Mean 42,1420 ,59326
95% Confidence Interval for Mean
Lower Bound 40,4949
Upper Bound 43,7891
5% Trimmed Mean 42,1944
Median 42,7400
Variance 1,760
Std. Deviation 1,32656
Minimum 39,97
Maximum 43,37
Range 3,40
Interquartile Range 2,15
Skewness -1,422 ,913
Kurtosis 2,014 2,000
40% Mean 37,8400 ,56088
95% Confidence Interval for Mean
Lower Bound 36,2827
Upper Bound 39,3973
5% Trimmed Mean 37,8078
63
Median 37,6600
Variance 1,573
Std. Deviation 1,25417
Minimum 36,43
Maximum 39,83
Range 3,40
Interquartile Range 2,04
Skewness 1,038 ,913
Kurtosis 1,964 2,000
a 0% Mean -3,0560 ,27466
95% Confidence Interval for Mean
Lower Bound -3,8186
Upper Bound -2,2934
5% Trimmed Mean -3,0633
Median -3,2700
Variance ,377
Std. Deviation ,61415
Minimum -3,71
Maximum -2,27
Range 1,44
Interquartile Range 1,18
Skewness ,445 ,913
Kurtosis -2,231 2,000
10% Mean -6,6220 ,18260
95% Confidence Interval for Mean
Lower Bound -7,1290
Upper Bound -6,1150
5% Trimmed Mean -6,6156
Median -6,4500
Variance ,167
Std. Deviation ,40831
Minimum -7,20
Maximum -6,16
Range 1,04
Interquartile Range ,73
Skewness -,593 ,913
Kurtosis -,699 2,000
20% Mean -6,0620 ,30246
95% Confidence Interval for Mean
Lower Bound -6,9018
Upper Bound -5,2222
5% Trimmed Mean -6,0700
Median -6,3600
Variance ,457
Std. Deviation ,67633
Minimum -6,78
Maximum -5,20
64
Range 1,58
Interquartile Range 1,28
Skewness ,476 ,913
Kurtosis -2,305 2,000
30% Mean -5,1380 ,40654
95% Confidence Interval for Mean
Lower Bound -6,2667
Upper Bound -4,0093
5% Trimmed Mean -5,1750
Median -5,4800
Variance ,826
Std. Deviation ,90905
Minimum -5,99
Maximum -3,62
Range 2,37
Interquartile Range 1,42
Skewness 1,542 ,913
Kurtosis 2,752 2,000
40% Mean -4,2280 ,26995
95% Confidence Interval for Mean
Lower Bound -4,9775
Upper Bound -3,4785
5% Trimmed Mean -4,2600
Median -4,5700
Variance ,364
Std. Deviation ,60363
Minimum -4,66
Maximum -3,22
Range 1,44
Interquartile Range ,96
Skewness 1,632 ,913
Kurtosis 2,323 2,000
b 0% Mean 35,2220 1,11227
95% Confidence Interval for Mean
Lower Bound 32,1338
Upper Bound 38,3102
5% Trimmed Mean 35,1622
Median 34,4300
Variance 6,186
Std. Deviation 2,48711
Minimum 32,45
Maximum 39,07
Range 6,62
Interquartile Range 4,20
Skewness ,934 ,913
Kurtosis 1,152 2,000
10% Mean 12,5420 ,33686
65
95% Confidence Interval for Mean
Lower Bound 11,6067
Upper Bound 13,4773
5% Trimmed Mean 12,5189
Median 12,3800
Variance ,567
Std. Deviation ,75324
Minimum 11,79
Maximum 13,71
Range 1,92
Interquartile Range 1,34
Skewness 1,026 ,913
Kurtosis ,733 2,000
20% Mean 11,3360 ,41267
95% Confidence Interval for Mean
Lower Bound 10,1902
Upper Bound 12,4818
5% Trimmed Mean 11,3444
Median 11,6200
Variance ,851
Std. Deviation ,92276
Minimum 10,08
Maximum 12,44
Range 2,36
Interquartile Range 1,69
Skewness -,380 ,913
Kurtosis -,880 2,000
30% Mean 8,8000 ,60267
95% Confidence Interval for Mean
Lower Bound 7,1267
Upper Bound 10,4733
5% Trimmed Mean 8,8539
Median 9,1800
Variance 1,816
Std. Deviation 1,34761
Minimum 6,54
Maximum 10,09
Range 3,55
Interquartile Range 2,07
Skewness -1,555 ,913
Kurtosis 2,991 2,000
40% Mean 6,8040 ,35908
95% Confidence Interval for Mean
Lower Bound 5,8070
Upper Bound 7,8010
5% Trimmed Mean 6,8067
Median 7,0300
66
Variance ,645
Std. Deviation ,80292
Minimum 5,77
Maximum 7,79
Range 2,02
Interquartile Range 1,50
Skewness -,211 ,913
Kurtosis -1,311 2,000
Tests of Normality
PERLAKUAN Kolmogorov-Smirnov(a) Shapiro-Wilk
Statistic df Sig. Statistic df Sig.
Lightness 0% ,202 5 ,200(*) ,939 5 ,659
10% ,268 5 ,200(*) ,899 5 ,406
20% ,219 5 ,200(*) ,970 5 ,873
30% ,274 5 ,200(*) ,870 5 ,266
40% ,256 5 ,200(*) ,934 5 ,623
a 0% ,236 5 ,200(*) ,918 5 ,516
10% ,263 5 ,200(*) ,942 5 ,680
20% ,270 5 ,200(*) ,901 5 ,418
30% ,270 5 ,200(*) ,860 5 ,229
40% ,314 5 ,119 ,786 5 ,062
b 0% ,225 5 ,200(*) ,943 5 ,685
10% ,185 5 ,200(*) ,936 5 ,635
20% ,221 5 ,200(*) ,967 5 ,855
30% ,300 5 ,161 ,862 5 ,234
40% ,211 5 ,200(*) ,964 5 ,836
* This is a lower bound of the true significance. a Lilliefors Significance Correction
Descriptives
N Mean Std.
Deviation Std. Error
95% Confidence Interval for Mean Minimum Maximum
Lower Bound
Upper Bound
Lightness 0% 5 78,1480 ,95918 ,42896 76,9570 79,3390 76,66 79,13
10% 5 56,9760 2,14896 ,96104 54,3077 59,6443 54,80 60,50
20% 5 44,7700 1,92059 ,85891 42,3853 47,1547 42,16 47,23
30% 5 42,1420 1,32656 ,59326 40,4949 43,7891 39,97 43,37
40% 5 37,8400 1,25417 ,56088 36,2827 39,3973 36,43 39,83
Total 25 51,9752 14,91980 2,98396 45,8166 58,1338 36,43 79,13
a 0% 5 -3,0560 ,61415 ,27466 -3,8186 -2,2934 -3,71 -2,27
10% 5 -6,6220 ,40831 ,18260 -7,1290 -6,1150 -7,20 -6,16
20% 5 -6,0620 ,67633 ,30246 -6,9018 -5,2222 -6,78 -5,20
30% 5 -5,1380 ,90905 ,40654 -6,2667 -4,0093 -5,99 -3,62
67
40% 5 -4,2280 ,60363 ,26995 -4,9775 -3,4785 -4,66 -3,22
Total 25 -5,0212 1,43645 ,28729 -5,6141 -4,4283 -7,20 -2,27
b 0% 5 35,2220 2,48711 1,11227 32,1338 38,3102 32,45 39,07
10% 5 12,5420 ,75324 ,33686 11,6067 13,4773 11,79 13,71
20% 5 11,3360 ,92276 ,41267 10,1902 12,4818 10,08 12,44
30% 5 8,8000 1,34761 ,60267 7,1267 10,4733 6,54 10,09
40% 5 6,8040 ,80292 ,35908 5,8070 7,8010 5,77 7,79
Total 25 14,9408 10,62667 2,12533 10,5543 19,3273 5,77 39,07
Lightness
Duncan
PERLAKUAN N
Subset for alpha = .05
1 2 3 4 5
40% 5 37,8400
30% 5 42,1420
20% 5 44,7700
10% 5 56,9760
0% 5 78,1480
Sig. 1,000 1,000 1,000 1,000 1,000
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 5,000.
a
Duncan
PERLAKUAN N
Subset for alpha = .05
1 2 3 4
10% 5 -6,6220
20% 5 -6,0620
30% 5 -5,1380
40% 5 -4,2280
0% 5 -3,0560
Sig. ,196 1,000 1,000 1,000
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 5,000.
b
Duncan
PERLAKUAN N
Subset for alpha = .05
1 2 3 4
40% 5 6,8040
30% 5 8,8000
68
20% 5 11,3360
10% 5 12,5420
0% 5 35,2220
Sig. 1,000 1,000 ,194 1,000
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 5,000.
(e) Analisa Data Volume Pengembangan, Weight loss, Specific volume
Descriptives
PERLAKUAN Statistic Std. Error
VOLUME_PENGEMBANGAN 0% Mean 6,7920 ,94019
95% Confidence Interval for Mean
Lower Bound
4,1816
Upper Bound 9,4024
5% Trimmed Mean 6,8026
Median 7,2435
Variance 4,420
Std. Deviation 2,10232
Minimum 4,57
Maximum 8,82
Range 4,25
Interquartile Range 4,17
Skewness -,259 ,913
Kurtosis -3,049 2,000
10% Mean 8,9191 ,44903
95% Confidence Interval for Mean
Lower Bound
7,6724
Upper Bound 10,1657
5% Trimmed Mean 8,8989
Median 9,0798
Variance 1,008
Std. Deviation 1,00405
Minimum 7,88
Maximum 10,32
Range 2,43
Interquartile Range 1,87
Skewness ,382 ,913
Kurtosis -1,014 2,000
20% Mean 31,0556 ,88484
95% Confidence Interval for Mean
Lower Bound
28,5989
69
Upper Bound 33,5123
5% Trimmed Mean 31,0554
Median 30,7997
Variance 3,915
Std. Deviation 1,97856
Minimum 28,54
Maximum 33,57
Range 5,03
Interquartile Range 3,72
Skewness ,063 ,913
Kurtosis -1,108 2,000
30% Mean 37,0552 ,41069
95% Confidence Interval for Mean
Lower Bound
35,9150
Upper Bound 38,1955
5% Trimmed Mean 37,0075
Median 36,7398
Variance ,843
Std. Deviation ,91832
Minimum 36,35
Maximum 38,62
Range 2,26
Interquartile Range 1,45
Skewness 1,733 ,913
Kurtosis 3,075 2,000
40% Mean 9,6758 ,74571
95% Confidence Interval for Mean
Lower Bound
7,6054
Upper Bound 11,7462
5% Trimmed Mean 9,6239
Median 8,8023
Variance 2,780
Std. Deviation 1,66746
Minimum 8,19
Maximum 12,10
Range 3,91
Interquartile Range 3,02
Skewness ,903 ,913
Kurtosis -1,120 2,000
WEIGHT_LOSS 0% Mean 5,8898 ,53071
95% Confidence Interval for Mean
Lower Bound
4,4163
70
Upper Bound 7,3633
5% Trimmed Mean 5,8598
Median 5,8824
Variance 1,408
Std. Deviation 1,18671
Minimum 4,76
Maximum 7,56
Range 2,80
Interquartile Range 2,25
Skewness ,504 ,913
Kurtosis -1,056 2,000
10% Mean 5,8061 ,45952
95% Confidence Interval for Mean
Lower Bound
4,5303
Upper Bound 7,0820
5% Trimmed Mean 5,8374
Median 5,8014
Variance 1,056
Std. Deviation 1,02753
Minimum 4,19
Maximum 6,86
Range 2,67
Interquartile Range 1,75
Skewness -1,038 ,913
Kurtosis 1,261 2,000
20% Mean 5,8095 ,27984
95% Confidence Interval for Mean
Lower Bound
5,0325
Upper Bound 6,5864
5% Trimmed Mean 5,8068
Median 5,8140
Variance ,392
Std. Deviation ,62574
Minimum 5,00
Maximum 6,67
Range 1,67
Interquartile Range 1,13
Skewness ,146 ,913
Kurtosis ,033 2,000
30% Mean 5,7229 ,24503
95% Confidence Interval for Mean
Lower Bound
5,0426
71
Upper Bound 6,4033
5% Trimmed Mean 5,7254
Median 5,6818
Variance ,300
Std. Deviation ,54790
Minimum 5,11
Maximum 6,29
Range 1,17
Interquartile Range 1,09
Skewness ,048 ,913
Kurtosis -2,830 2,000
40% Mean 5,1315 ,60112
95% Confidence Interval for Mean
Lower Bound
3,4625
Upper Bound 6,8004
5% Trimmed Mean 5,1784
Median 5,4217
Variance 1,807
Std. Deviation 1,34414
Minimum 2,91
Maximum 6,51
Range 3,60
Interquartile Range 2,08
Skewness -1,399 ,913
Kurtosis 2,744 2,000
SPECIFIC_VOLUME 0% Mean 2,4645 ,08821
95% Confidence Interval for Mean
Lower Bound
2,2196
Upper Bound 2,7094
5% Trimmed Mean 2,4638
Median 2,3875
Variance ,039
Std. Deviation ,19724
Minimum 2,23
Maximum 2,71
Range ,49
Interquartile Range ,36
Skewness ,240 ,913
Kurtosis -1,642 2,000
10% Mean 2,6410 ,10041
95% Confidence Interval for Mean
Lower Bound
2,3622
72
Upper Bound 2,9198
5% Trimmed Mean 2,6491
Median 2,6994
Variance ,050
Std. Deviation ,22451
Minimum 2,28
Maximum 2,86
Range ,58
Interquartile Range ,38
Skewness -1,290 ,913
Kurtosis 1,737 2,000
20% Mean 2,9438 ,06691
95% Confidence Interval for Mean
Lower Bound
2,7580
Upper Bound 3,1296
5% Trimmed Mean 2,9463
Median 2,9032
Variance ,022
Std. Deviation ,14962
Minimum 2,74
Maximum 3,11
Range ,37
Interquartile Range ,27
Skewness -,325 ,913
Kurtosis -,978 2,000
30% Mean 3,2107 ,02685
95% Confidence Interval for Mean
Lower Bound
3,1361
Upper Bound 3,2852
5% Trimmed Mean 3,2115
Median 3,2013
Variance ,004
Std. Deviation ,06005
Minimum 3,14
Maximum 3,27
Range ,14
Interquartile Range ,12
Skewness -,048 ,913
Kurtosis -2,194 2,000
40% Mean 2,5279 ,06092
95% Confidence Interval for Mean
Lower Bound
2,3587
73
Upper Bound 2,6970
5% Trimmed Mean 2,5330
Median 2,5570
Variance ,019
Std. Deviation ,13622
Minimum 2,30
Maximum 2,66
Range ,36
Interquartile Range ,21
Skewness -1,503 ,913
Kurtosis 2,971 2,000
Tests of Normality
PERLAKUAN Kolmogorov-Smirnov(a) Shapiro-Wilk
Statistic df Sig. Statistic df Sig.
VOLUME_PENGEMBANGAN
0% ,250 5 ,200(*) ,822 5 ,120
10% ,218 5 ,200(*) ,925 5 ,560
20% ,151 5 ,200(*) ,984 5 ,955
30% ,281 5 ,200(*) ,813 5 ,102
40% ,300 5 ,161 ,872 5 ,275
WEIGHT_LOSS 0% ,226 5 ,200(*) ,913 5 ,484
10% ,248 5 ,200(*) ,922 5 ,545
20% ,133 5 ,200(*) ,998 5 ,999
30% ,240 5 ,200(*) ,871 5 ,272
40% ,299 5 ,164 ,884 5 ,327
SPECIFIC_VOLUME 0% ,252 5 ,200(*) ,936 5 ,639
10% ,219 5 ,200(*) ,909 5 ,460
20% ,208 5 ,200(*) ,920 5 ,533
30% ,243 5 ,200(*) ,897 5 ,394
40% ,315 5 ,118 ,867 5 ,254
* This is a lower bound of the true significance. a Lilliefors Significance Correction
Descriptives
N
Mean
Std. Deviation
Std. Error
95% Confidence Interval for Mean Minim
um
Maximum
Lower Bound
Upper Bound
VOLUME_PENGEMBANGAN
0% 5 6,7920 2,10232 ,94019 4,1816 9,4024 4,57 8,82
10% 5 8,9191 1,00405 ,44903 7,6724
10,1657
7,88 10,32
20% 5
31,0556
1,97856 ,88484 28,5989 33,512
3 28,54 33,57
30% 5
37,0552
,91832 ,41069 35,9150 38,195
5 36,35 38,62
40% 5 9,6758 1,66746 ,74571 7,6054
11,7462
8,19 12,10
74
Total
25 18,699
5 13,06117
2,61223
13,3082 24,090
9 4,57 38,62
WEIGHT_LOSS 0% 5 5,8898 1,18671 ,53071 4,4163 7,3633 4,76 7,56
10% 5 5,8061 1,02753 ,45952 4,5303 7,0820 4,19 6,86
20% 5 5,8095 ,62574 ,27984 5,0325 6,5864 5,00 6,67
30% 5 5,7229 ,54790 ,24503 5,0426 6,4033 5,11 6,29
40% 5 5,1315 1,34414 ,60112 3,4625 6,8004 2,91 6,51
Total
25 5,6720 ,95188 ,19038 5,2791 6,0649 2,91 7,56
SPECIFIC_VOLUME
0% 5 2,4645 ,19724 ,08821 2,2196 2,7094 2,23 2,71
10% 5 2,6410 ,22451 ,10041 2,3622 2,9198 2,28 2,86
20% 5 2,9438 ,14962 ,06691 2,7580 3,1296 2,74 3,11
30% 5 3,2107 ,06005 ,02685 3,1361 3,2852 3,14 3,27
40% 5 2,5279 ,13622 ,06092 2,3587 2,6970 2,30 2,66
Total
25 2,7575 ,32254 ,06451 2,6244 2,8907 2,23 3,27
VOLUME_PENGEMBANGAN
Duncan
PERLAKUAN N
Subset for alpha = .05
1 2 3 4
0% 5 6,7920
10% 5 8,9191
40% 5 9,6758
20% 5 31,0556
30% 5 37,0552
Sig. 1,000 ,466 1,000 1,000
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 5,000. WEIGHT_LOSS
Duncan
PERLAKUAN N
Subset for alpha =
.05
1
40% 5 5,1315
30% 5 5,7229
10% 5 5,8061
20% 5 5,8095
0% 5 5,8898
Sig. ,292
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 5,000. SPECIFIC_VOLUME
Duncan
75
PERLAKUAN N
Subset for alpha = .05
1 2 3
0% 5 2,4645
40% 5 2,5279
10% 5 2,6410
20% 5 2,9438
30% 5 3,2107
Sig. ,121 1,000 1,000
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 5,000.
(f) Analisa Data Porositas
Descriptives
PERLAKUAN Statistic Std. Error
JUMLAH_PORI 0% Mean 80,80 2,498
95% Confidence Interval for Mean
Lower Bound
73,86
Upper Bound 87,74
5% Trimmed Mean 80,89
Median 81,00
Variance 31,200
Std. Deviation 5,586
Minimum 73
Maximum 87
Range 14
Interquartile Range 11
Skewness -,440 ,913
Kurtosis -,871 2,000
10% Mean 87,00 3,033
95% Confidence Interval for Mean
Lower Bound
78,58
Upper Bound 95,42
5% Trimmed Mean 87,11
Median 89,00
Variance 46,000
Std. Deviation 6,782
Minimum 78
Maximum 94
Range 16
Interquartile Range 13
Skewness -,505 ,913
Kurtosis -1,958 2,000
76
20% Mean 91,80 5,817
95% Confidence Interval for Mean
Lower Bound
75,65
Upper Bound 107,95
5% Trimmed Mean 91,72
Median 90,00
Variance 169,200
Std. Deviation 13,008
Minimum 76
Maximum 109
Range 33
Interquartile Range 25
Skewness ,230 ,913
Kurtosis -1,098 2,000
30% Mean 103,40 8,869
95% Confidence Interval for Mean
Lower Bound
78,78
Upper Bound 128,02
5% Trimmed Mean 102,94
Median 101,00
Variance 393,300
Std. Deviation 19,832
Minimum 80
Maximum 135
Range 55
Interquartile Range 29
Skewness ,996 ,913
Kurtosis 2,484 2,000
40% Mean 83,00 3,391
95% Confidence Interval for Mean
Lower Bound
73,58
Upper Bound 92,42
5% Trimmed Mean 82,94
Median 82,00
Variance 57,500
Std. Deviation 7,583
Minimum 73
Maximum 94
Range 21
Interquartile Range 13
Skewness ,315 ,913
Kurtosis 1,329 2,000
DIAMETER_PORI 0% Mean ,1130 ,00268
77
95% Confidence Interval for Mean
Lower Bound
,1055
Upper Bound ,1204
5% Trimmed Mean ,1129
Median ,1143
Variance ,000
Std. Deviation ,00600
Minimum ,11
Maximum ,12
Range ,01
Interquartile Range ,01
Skewness ,122 ,913
Kurtosis -1,445 2,000
10% Mean ,1168 ,00281
95% Confidence Interval for Mean
Lower Bound
,1090
Upper Bound ,1246
5% Trimmed Mean ,1170
Median ,1168
Variance ,000
Std. Deviation ,00629
Minimum ,11
Maximum ,12
Range ,02
Interquartile Range ,01
Skewness -,887 ,913
Kurtosis ,430 2,000
20% Mean ,1569 ,00373
95% Confidence Interval for Mean
Lower Bound
,1466
Upper Bound ,1673
5% Trimmed Mean ,1569
Median ,1569
Variance ,000
Std. Deviation ,00833
Minimum ,15
Maximum ,17
Range ,02
Interquartile Range ,01
Skewness ,017 ,913
Kurtosis 1,708 2,000
30% Mean ,1664 ,00706
95% Lower ,1468
78
Confidence Interval for Mean
Bound
Upper Bound ,1860
5% Trimmed Mean ,1662
Median ,1651
Variance ,000
Std. Deviation ,01579
Minimum ,15
Maximum ,19
Range ,04
Interquartile Range ,03
Skewness ,322 ,913
Kurtosis -2,047 2,000
40% Mean ,1648 ,00588
95% Confidence Interval for Mean
Lower Bound
,1484
Upper Bound ,1811
5% Trimmed Mean ,1647
Median ,1587
Variance ,000
Std. Deviation ,01315
Minimum ,15
Maximum ,18
Range ,03
Interquartile Range ,02
Skewness ,399 ,913
Kurtosis -2,750 2,000
Tests of Normality
PERLAKUAN Kolmogorov-Smirnov(a) Shapiro-Wilk
Statistic df Sig. Statistic df Sig.
JUMLAH_PORI 0% ,174 5 ,200(*) ,969 5 ,866
10% ,216 5 ,200(*) ,925 5 ,564
20% ,155 5 ,200(*) ,983 5 ,951
30% ,328 5 ,084 ,883 5 ,325
40% ,196 5 ,200(*) ,968 5 ,864
DIAMETER_PORI 0% ,202 5 ,200(*) ,946 5 ,706
10% ,195 5 ,200(*) ,919 5 ,521
20% ,233 5 ,200(*) ,950 5 ,735
30% ,217 5 ,200(*) ,918 5 ,517
40% ,278 5 ,200(*) ,869 5 ,263
* This is a lower bound of the true significance. a Lilliefors Significance Correction
Descriptives
79
N
Mean
Std. Deviation
Std. Error
95% Confidence Interval for Mean
Minimum
Maximum
Lower Bound
Upper Bound
JUMLAH_PORI 0% 5 80,80 5,586 2,498 73,86 87,74 73 87
10% 5 87,00 6,782 3,033 78,58 95,42 78 94
20% 5 91,80 13,008 5,817 75,65 107,95 76 109
30% 5 103,40 19,832 8,869 78,78 128,02 80 135
40% 5 83,00 7,583 3,391 73,58 92,42 73 94
Total 25 89,20 13,540 2,708 83,61 94,79 73 135
DIAMETER_PORI 0% 5 ,1130 ,00600 ,00268 ,1055 ,1204 ,11 ,12
10% 5 ,1168 ,00629 ,00281 ,1090 ,1246 ,11 ,12
20% 5 ,1569 ,00833 ,00373 ,1466 ,1673 ,15 ,17
30% 5 ,1664 ,01579 ,00706 ,1468 ,1860 ,15 ,19
40% 5 ,1648 ,01315 ,00588 ,1484 ,1811 ,15 ,18
Total 25 ,1436 ,02604 ,00521 ,1328 ,1543 ,11 ,19
JUMLAH_PORI
Duncan
PERLAKUAN N
Subset for alpha = .05
1 2
0% 5 80,80
40% 5 83,00
10% 5 87,00
20% 5 91,80 91,80
30% 5 103,40
Sig. ,191 ,136
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 5,000.
DIAMETER_PORI
Duncan
PERLAKUAN N
Subset for alpha = .05
1 2
0% 5 ,1130
10% 5 ,1168
20% 5 ,1569
40% 5 ,1648
30% 5 ,1664
Sig. ,579 ,196
Means for groups in homogeneous subsets are displayed. a Uses Harmonic Mean Sample Size = 5,000.
80
(g) Friedman dan Wilcoxon Test Analisa Organolepik dari Segi Rasa
Ranks
Mean Rank
spirulina_0 3,87
spirulina_10 3,88
spirulina_20 2,67
spirulina_30 2,77
spirulina_40 1,82
Test Statistics(a)
N 30
Chi-Square 37,229
df 4
Asymp. Sig. ,000
a Friedman Test
Test Statistics(c)
spirulina_10 - spirulina_0
spirulina_20 - spirulina_0
spirulina_30 - spirulina_0
spirulina_40 - spirulina_0
spirulina_20 -
spirulina_10
spirulina_30 -
spirulina_10
spirulina_40 -
spirulina_10
spirulina_30 -
spirulina_20
spirulina_40 -
spirulina_20
spirulina_40 -
spirulina_30
Z -,212(a) -3,013(b) -2,659(b) -4,049(b) -3,283(b) -2,595(b) -4,269(b) -,115(a) -2,236(b) -2,616(b)
Asymp. Sig. (2-tailed)
,832 ,003 ,008 ,000 ,001 ,009 ,000 ,908 ,025 ,009
a Based on negative ranks. b Based on positive ranks. c Wilcoxon Signed Ranks Test
81
(h) Friedman dan Wilcoxon Test Analisa Organolepik dari Segi Tekstur
Ranks
Mean Rank
Spirulina_0 4,13
Spirulina_10 3,87
Spirulina_20 2,83
Spirulina_30 2,13
Spirulina_40 2,03
Test Statistics(a)
N 30
Chi-Square 44,987
df 4
Asymp. Sig. ,000
a Friedman Test Test Statistics(b)
Spirulina_10 -
Spirulina_0
Spirulina_20 -
Spirulina_0
Spirulina_30 -
Spirulina_0
Spirulina_40 -
Spirulina_0
Spirulina_20 -
Spirulina_10
Spirulina_30 -
Spirulina_10
Spirulina_40 -
Spirulina_10
Spirulina_30 -
Spirulina_20
Spirulina_40 -
Spirulina_20
Spirulina_40 -
Spirulina_30
Z -,627(a) -3,386(a) -4,266(a) -3,726(a) -2,513(a) -4,194(a) -3,332(a) -2,317(a) -2,035(a) -,660(a)
Asymp. Sig. (2-tailed)
,531 ,001 ,000 ,000 ,012 ,000 ,001 ,021 ,042 ,509
a Based on positive ranks. b Wilcoxon Signed Ranks Test
82
(i) Friedman dan Wilcoxon Test Analisa Organolepik dari Segi Warna
Ranks
Mean Rank
Spirulina_0 4,17
Spirulina_10 3,73
Spirulina_20 3,27
Spirulina_30 2,03
Spirulina_40 1,80
Test Statistics(a)
N 30
Chi-Square 52,133
df 4
Asymp. Sig. ,000
a Friedman Test Test Statistics(b)
Spirulina_10 -
Spirulina_0
Spirulina_20 -
Spirulina_0
Spirulina_30 -
Spirulina_0
Spirulina_40 -
Spirulina_0
Spirulina_20 -
Spirulina_10
Spirulina_30 -
Spirulina_10
Spirulina_40 -
Spirulina_10
Spirulina_30 -
Spirulina_20
Spirulina_40 -
Spirulina_20
Spirulina_40 -
Spirulina_30
Z -1,634(a) -2,876(a) -3,747(a) -3,788(a) -1,895(a) -3,505(a) -3,776(a) -3,529(a) -3,824(a) -1,197(a)
Asymp. Sig. (2-tailed)
,102 ,004 ,000 ,000 ,058 ,000 ,000 ,000 ,000 ,231
a Based on positive ranks. b Wilcoxon Signed Ranks Test
83
(j) Friedman dan Wilcoxon Test Analisa Organolepik dari Segi Aroma
Ranks
Mean Rank
Spirulina_0 3,13
Spirulina_10 2,60
Spirulina_20 3,33
Spirulina_30 3,00
Spirulina_40 2,93
Test Statistics(a)
N 30
Chi-Square 3,520
df 4
Asymp. Sig. ,475
a Friedman Test Test Statistics(c)
Spirulina_10 -
Spirulina_0
Spirulina_20 -
Spirulina_0
Spirulina_30 -
Spirulina_0
Spirulina_40 -
Spirulina_0
Spirulina_20 -
Spirulina_10
Spirulina_30 -
Spirulina_10
Spirulina_40 -
Spirulina_10
Spirulina_30 -
Spirulina_20
Spirulina_40 -
Spirulina_20
Spirulina_40 -
Spirulina_30
Z -1,522(a) -,554(b) -,282(a) -,529(a) -1,635(b) -1,111(b) -,606(b) -,855(a) -,918(a) -,201(a)
Asymp. Sig. (2-tailed)
,128 ,580 ,778 ,596 ,102 ,266 ,545 ,392 ,359 ,841
a Based on positive ranks. b Based on negative ranks. c Wilcoxon Signed Ranks Test
84
(k) Friedman dan Wilcoxon Test Analisa Organolepik dari Segi Overall
Ranks
Mean Rank
Spirulina_0 4,03
Spirulina_10 4,07
Spirulina_20 2,80
Spirulina_30 2,30
Spirulina_40 1,80
Test Statistics(a)
N 30
Chi-Square 50,107
df 4
Asymp. Sig. ,000
a Friedman Test
Test Statistics(c)
Spirulina_10 -
Spirulina_0
Spirulina_20 -
Spirulina_0
Spirulina_30 -
Spirulina_0
Spirulina_40 -
Spirulina_0
Spirulina_20 -
Spirulina_10
Spirulina_30 -
Spirulina_10
Spirulina_40 -
Spirulina_10
Spirulina_30 -
Spirulina_20
Spirulina_40 -
Spirulina_20
Spirulina_40 -
Spirulina_30
Z -,302(a) -3,313(b) -3,996(b) -4,263(b) -3,230(b) -3,745(b) -3,488(b) -1,332(b) -2,923(b) -1,653(b)
Asymp. Sig. (2-tailed)
,763 ,001 ,000 ,000 ,001 ,000 ,000 ,183 ,003 ,098
a Based on negative ranks. b Based on positive ranks. c Wilcoxon Signed Ranks Test
Recommended