-
1
-
-
60149106150
-
Quality by design for biopharmaceuticals
-
Rathore AS, Winkle H. Quality by design for biopharmaceuticals. Nat Biotechnol. 2009;27:26-34.
-
(2009)
Nat Biotechnol
, vol.27
, pp. 26-34
-
-
Rathore, A.S.1
Winkle, H.2
-
2
-
-
84944882726
-
Dimensionality reduction
-
In: Stanford: Stanford University; Accessed on February 14, 2015.
-
Leskovec J, Rajaraman A, Ullman J. Dimensionality reduction. In: Mining of Massive Datasets (online book v2.1). Stanford: Stanford University; 2014:405-437. Available from: http://infolab.stanford.edu/~ullman/mmds/ch11.pdf. Accessed on February 14, 2015.
-
(2014)
Mining of Massive Datasets (online book v2.1)
, pp. 405-437
-
-
Leskovec, J.1
Rajaraman, A.2
Ullman, J.3
-
3
-
-
84944887541
-
Basic concepts and principles of projection
-
In: Umeå, Sweden: Umetrics, AB;.
-
Eriksson L, Johansson E, Kettaneh-Wold N, Trygg J, Wikström C, Wold S. Basic concepts and principles of projection. In: Multi- and Megavariate Data Analysis: Part I. Umeå, Sweden: Umetrics, AB; 2006:21-38.
-
(2006)
Multi- and Megavariate Data Analysis: Part I
, pp. 21-38
-
-
Eriksson, L.1
Johansson, E.2
Kettaneh-Wold, N.3
Trygg, J.4
Wikström, C.5
Wold, S.6
-
4
-
-
0002194587
-
Multivariate data analysis in chemistry
-
In: Kowalski BR, editor. Dordrecht, Holland: D Reidel Publishing Company;.
-
Wold S, Albano C, Dunn WJ, Edlund, U, Esbensen K, Geladi P, Hellberg S, Johansson E, Lindberg W, Sjöström M. Multivariate data analysis in chemistry. In: Kowalski BR, editor. Chemometrics: Mathematics and Statistics in Chemistry. Dordrecht, Holland: D Reidel Publishing Company; 1984:17-95.
-
(1984)
Chemometrics: Mathematics and Statistics in Chemistry
, pp. 17-95
-
-
Wold, S.1
Albano, C.2
Dunn, W.J.3
Edlund, U.4
Esbensen, K.5
Geladi, P.6
Hellberg, S.7
Johansson, E.8
Lindberg, W.9
Sjöström, M.10
-
5
-
-
84856522832
-
Clusterning
-
In: Stanford: Stanford University; Accessed on Febraury 14, 2015.
-
Leskovec J, Rajaraman A, Ullman J. Clusterning. In: Mining of Massive Datasets (online book v2.1). Stanford: Stanford University; 2014:241-280. Available from: http://infolab.stanford.edu/~ullman/mmds/ch11.pdf. Accessed on Febraury 14, 2015.
-
(2014)
Mining of Massive Datasets (online book v2.1)
, pp. 241-280
-
-
Leskovec, J.1
Rajaraman, A.2
Ullman, J.3
-
6
-
-
0034296402
-
Generalized discriminant analysis using a kernel approach
-
Baudat G, Anouar F. Generalized discriminant analysis using a kernel approach. Neural Comput. 2000;2385-2404.
-
(2000)
Neural Comput
, pp. 2385-2404
-
-
Baudat, G.1
Anouar, F.2
-
7
-
-
10044285992
-
Canonical correlation analysis: an overview with application to learning methods
-
Hardoon DR, Szedmak S, Shawe-Taylor J. Canonical correlation analysis: an overview with application to learning methods. Neural Comput. 2004;16:2639-2664.
-
(2004)
Neural Comput
, vol.16
, pp. 2639-2664
-
-
Hardoon, D.R.1
Szedmak, S.2
Shawe-Taylor, J.3
-
8
-
-
0035561486
-
Kernel PCA for feature extraction and de-noising in non-linear regression
-
Rosipal R, Girolami M, Trejo LJ, Cichocki A. Kernel PCA for feature extraction and de-noising in non-linear regression. Neural Comput Appl. 2001;10:231-243.
-
(2001)
Neural Comput Appl
, vol.10
, pp. 231-243
-
-
Rosipal, R.1
Girolami, M.2
Trejo, L.J.3
Cichocki, A.4
-
9
-
-
0034687231
-
Prediction of drug absorption using multivariate statistics
-
Egan WJ, Merz KM Jr, Baldwin JJ. Prediction of drug absorption using multivariate statistics. J Med Chem. 2000;43:3867-3877.
-
(2000)
J Med Chem
, vol.43
, pp. 3867-3877
-
-
Egan, W.J.1
Merz Jr, K.M.2
Baldwin, J.J.3
-
10
-
-
67650178345
-
Incorporating structural characteristics for identification of protein methylation sites
-
Shien DM, Lee TY, Chang WC, Hsu JB, Horng JT, Hsu PC, Wang TY, Huang HD. Incorporating structural characteristics for identification of protein methylation sites. J Comput Chem. 2009;30:1532-1543.
-
(2009)
J Comput Chem
, vol.30
, pp. 1532-1543
-
-
Shien, D.M.1
Lee, T.Y.2
Chang, W.C.3
Hsu, J.B.4
Horng, J.T.5
Hsu, P.C.6
Wang, T.Y.7
Huang, H.D.8
-
11
-
-
63649146110
-
Metabolic characterization of a hyper-productive state in an antibody producing NS0 myeloma cell line
-
Khoo SH, Al-Rubeai M. Metabolic characterization of a hyper-productive state in an antibody producing NS0 myeloma cell line. Metab Eng. 2009;11:199-211.
-
(2009)
Metab Eng
, vol.11
, pp. 199-211
-
-
Khoo, S.H.1
Al-Rubeai, M.2
-
12
-
-
0037022981
-
Chemometric evaluation of on-line high-pressure liquid chromatography in mammalian cell cultures: analysis of amino acids and glucose
-
Larson TM, Gawlitzek M, Evans H, Albers U, Cacia J. Chemometric evaluation of on-line high-pressure liquid chromatography in mammalian cell cultures: analysis of amino acids and glucose. Biotechnol Bioeng. 2002;77:553-563.
-
(2002)
Biotechnol Bioeng
, vol.77
, pp. 553-563
-
-
Larson, T.M.1
Gawlitzek, M.2
Evans, H.3
Albers, U.4
Cacia, J.5
-
13
-
-
84944900848
-
Use of MVDA for raw material characterization and screening
-
Ahuja SK, Ram K. Use of MVDA for raw material characterization and screening. BioPharm Int. 2007;20:130-142.
-
(2007)
BioPharm Int
, vol.20
, pp. 130-142
-
-
Ahuja, S.K.1
Ram, K.2
-
14
-
-
45149094660
-
Application of multivariate data analysis for identification and successful resolution of a root cause for a bioprocessing application
-
Kirdar AO, Green KD, Rathore AS. Application of multivariate data analysis for identification and successful resolution of a root cause for a bioprocessing application. Biotechnol Prog. 2008;24:720-726.
-
(2008)
Biotechnol Prog
, vol.24
, pp. 720-726
-
-
Kirdar, A.O.1
Green, K.D.2
Rathore, A.S.3
-
15
-
-
84893794827
-
Development of a scale down cell culture model using multivariate analysis as a qualification tool
-
Tsang VL, Wang AX, Yusuf-Makagiansar H, Ryll T. Development of a scale down cell culture model using multivariate analysis as a qualification tool. Biotechnol Prog. 2014;30:152-160.
-
(2014)
Biotechnol Prog
, vol.30
, pp. 152-160
-
-
Tsang, V.L.1
Wang, A.X.2
Yusuf-Makagiansar, H.3
Ryll, T.4
-
16
-
-
84911408436
-
Application of bioreactor design principles and multivariate analysis for development of cell culture scale down models
-
Tescione L, Lambropoulos J, Paranandi MR, Makagiansar H, Ryll T. Application of bioreactor design principles and multivariate analysis for development of cell culture scale down models. Biotechnol Bioeng. 2015;112:84-97.
-
(2015)
Biotechnol Bioeng
, vol.112
, pp. 84-97
-
-
Tescione, L.1
Lambropoulos, J.2
Paranandi, M.R.3
Makagiansar, H.4
Ryll, T.5
-
17
-
-
84944964023
-
Process characterization for upstream and downstream process development
-
In: Hauser H, Wagner R, editors. Berlin, Germany: De Gruyter;.
-
Janakiraman V, Conley L, Westoby M. Process characterization for upstream and downstream process development. In: Hauser H, Wagner R, editors. Animal Cell Biotechnology in Biologics Production. Berlin, Germany: De Gruyter; 2014:598-648.
-
(2014)
Animal Cell Biotechnology in Biologics Production
, pp. 598-648
-
-
Janakiraman, V.1
Conley, L.2
Westoby, M.3
-
18
-
-
84893737333
-
Leveraging multivariate analysis tools to qualify scaled-down models
-
In: Rathore AS, Sofer G, editors. Boca Raton, Florida: CRC Press;.
-
Pieracci J, Yusuf-Makagiansar H. Leveraging multivariate analysis tools to qualify scaled-down models. In: Rathore AS, Sofer G, editors. Process Validation in Manufacturing of Biopharmaceuticals. Boca Raton, Florida: CRC Press; 2012:411-440.
-
(2012)
Process Validation in Manufacturing of Biopharmaceuticals
, pp. 411-440
-
-
Pieracci, J.1
Yusuf-Makagiansar, H.2
-
19
-
-
45149099751
-
Identifying inhibitory threshold values of repressing metabolites in CHO cell culture using multivariate analysis methods
-
Xing Z, Li Z, Chow V, Lee SS. Identifying inhibitory threshold values of repressing metabolites in CHO cell culture using multivariate analysis methods. Biotechnol Prog. 2008;24:675-683.
-
(2008)
Biotechnol Prog
, vol.24
, pp. 675-683
-
-
Xing, Z.1
Li, Z.2
Chow, V.3
Lee, S.S.4
-
20
-
-
84868481008
-
Multivariate analysis of cell culture bioprocess data-lactate consumption as process indicator
-
Le H, Kabbur S, Pollastrini L, Sun Z, Mills K, Johnson K, Karypis G, Hu WS. Multivariate analysis of cell culture bioprocess data-lactate consumption as process indicator. J Biotechnol. 2012;162:210-223.
-
(2012)
J Biotechnol
, vol.162
, pp. 210-223
-
-
Le, H.1
Kabbur, S.2
Pollastrini, L.3
Sun, Z.4
Mills, K.5
Johnson, K.6
Karypis, G.7
Hu, W.S.8
-
21
-
-
0142027574
-
Integration of distributed multi-analyzer monitoring and control in bioprocessing based on a real-time expert system
-
Cimander C, Bachinger T, Mandenius CF. Integration of distributed multi-analyzer monitoring and control in bioprocessing based on a real-time expert system. J Biotechnol. 2003;103:237-248.
-
(2003)
J Biotechnol
, vol.103
, pp. 237-248
-
-
Cimander, C.1
Bachinger, T.2
Mandenius, C.F.3
-
22
-
-
0037276175
-
Statistical tests for differential expression in cDNA microarray experiments
-
Churchill C. Statistical tests for differential expression in cDNA microarray experiments. Genome Biol. 2003;4:210-219.
-
(2003)
Genome Biol
, vol.4
, pp. 210-219
-
-
Churchill, C.1
-
23
-
-
20444376571
-
Beyond the t-test: statistical equivalence testing
-
Limentani GB, Ringo MC, Ye F, Berquist ML, McSorley EO. Beyond the t-test: statistical equivalence testing. Anal Chem. 2005;77:221A-226A.
-
(2005)
Anal Chem
, vol.77
, pp. 221A-226A
-
-
Limentani, G.B.1
Ringo, M.C.2
Ye, F.3
Berquist, M.L.4
McSorley, E.O.5
-
24
-
-
0021222793
-
Increasing efficiency and precision of data analysis: multivariate vs. univariate statistical techniques
-
Goodwin LD. Increasing efficiency and precision of data analysis: multivariate vs. univariate statistical techniques. Nurs Res. 1984;33:247-249.
-
(1984)
Nurs Res
, vol.33
, pp. 247-249
-
-
Goodwin, L.D.1
-
25
-
-
78049260000
-
Centering and scaling
-
In: Umeå, Sweden: Umetrics, AB;.
-
Eriksson L, Johansson E, Kettaneh-Wold N, Trygg J, Wikström C, Wold S Centering and scaling. In: Multi- and Megavariate Data Analysis: Part I. Umeå, Sweden: Umetrics, AB; 2006:207-219.
-
(2006)
Multi- and Megavariate Data Analysis: Part I
, pp. 207-219
-
-
Eriksson, L.1
Johansson, E.2
Kettaneh-Wold, N.3
Trygg, J.4
Wikström, C.5
Wold, S.6
-
26
-
-
84863811822
-
Tools for statistical analysis with missing data: application to a large medical database
-
In: Engelbrecht R, Geissbuhler A, Lovis C, Mihalas G, editors. Amsterdam: IOS Press;.
-
Preda C, Duhamel A, Picavet M, Kechadi, T. Tools for statistical analysis with missing data: application to a large medical database. In: Engelbrecht R, Geissbuhler A, Lovis C, Mihalas G, editors. Connecting Medical Informatics and Bio-Informatics: Proceedings of MIE2005 (Studies in Health Technology and Informatics). Amsterdam: IOS Press; 2005:181-186.
-
(2005)
Connecting Medical Informatics and Bio-Informatics: Proceedings of MIE2005 (Studies in Health Technology and Informatics)
, pp. 181-186
-
-
Preda, C.1
Duhamel, A.2
Picavet, M.3
Kechadi, T.4
-
28
-
-
0020824208
-
Discriminant analysis by double stage principal component analysis
-
Hoogerbrugge R, Willig SJ, Kistemaker PG. Discriminant analysis by double stage principal component analysis. Anal Chem. 1983;55:1710-1712.
-
(1983)
Anal Chem
, vol.55
, pp. 1710-1712
-
-
Hoogerbrugge, R.1
Willig, S.J.2
Kistemaker, P.G.3
-
29
-
-
30744445438
-
Multivariate analysis of microarray data by principal component discriminant analysis: prioritizing relevant transcripts linked to the degradation of different carbohydrates in Pseudomonas putida S12
-
van der Werf MJ, Pieterse B, van Luijk N, Schuren F, van der Werff-van der Vat B, Overkamp K, Jellema RH. Multivariate analysis of microarray data by principal component discriminant analysis: prioritizing relevant transcripts linked to the degradation of different carbohydrates in Pseudomonas putida S12. Microbiology. 2006;152:257-272.
-
(2006)
Microbiology
, vol.152
, pp. 257-272
-
-
van der Werf, M.J.1
Pieterse, B.2
van Luijk, N.3
Schuren, F.4
van der Werff-van der Vat, B.5
Overkamp, K.6
Jellema, R.H.7
-
30
-
-
0038620211
-
Prediction of clinical outcome with microarray data: a partial least squares discriminant analysis (PLS-DA) approach
-
Pérez-Enciso M, Tenenhaus M. Prediction of clinical outcome with microarray data: a partial least squares discriminant analysis (PLS-DA) approach. Hum Genet. 2003;112:581-592.
-
(2003)
Hum Genet
, vol.112
, pp. 581-592
-
-
Pérez-Enciso, M.1
Tenenhaus, M.2
-
31
-
-
84944904464
-
Orthogonal PLS (OPLS)
-
In: Umeå, Sweden: Umetrics, AB
-
Eriksson L, Johansson E, Kettaneh-Wold N, Trygg J, Wikström C, Wold S. Orthogonal PLS (OPLS). In: Multi- and Megavariate Data Analysis: Part II. Umeå, Sweden: Umetrics, AB, 2006:113-136.
-
(2006)
Multi- and Megavariate Data Analysis: Part II
, pp. 113-136
-
-
Eriksson, L.1
Johansson, E.2
Kettaneh-Wold, N.3
Trygg, J.4
Wikström, C.5
Wold, S.6
-
32
-
-
41149120242
-
Visualization of GC/TOF-MS-based metabolomics data for identification of biochemically interesting compounds using OPLS class models
-
Wiklund S, Johansson E, Sjöström L, Mellerowicz EJ, Edlund U, Shockcor JP, Gottfries J, Moritz T, Trygg J. Visualization of GC/TOF-MS-based metabolomics data for identification of biochemically interesting compounds using OPLS class models. Anal Chem. 2008;80:115-122.
-
(2008)
Anal Chem
, vol.80
, pp. 115-122
-
-
Wiklund, S.1
Johansson, E.2
Sjöström, L.3
Mellerowicz, E.J.4
Edlund, U.5
Shockcor, J.P.6
Gottfries, J.7
Moritz, T.8
Trygg, J.9
-
33
-
-
84944899689
-
Linear algebra part II: matrices and determinants
-
In: New Delhi, India: Wiley Eastern Limited;.
-
Kreysig E. 1990. Linear algebra part II: matrices and determinants. In: Advanced Engineering Mathematics. New Delhi, India: Wiley Eastern Limited; 1990:280-362.
-
(1990)
Advanced Engineering Mathematics
, vol.1990
, pp. 280-362
-
-
Kreysig, E.1
-
34
-
-
0035965476
-
PLS-regression: a basic tool of chemometrics
-
Wold S, Sjöström M, Eriksson L. PLS-regression: a basic tool of chemometrics. J Chemometr. 2001;58:109-130.
-
(2001)
J Chemometr
, vol.58
, pp. 109-130
-
-
Wold, S.1
Sjöström, M.2
Eriksson, L.3
-
35
-
-
0000764772
-
The use of multiple measurements in taxonomic problems
-
Fisher RA. The use of multiple measurements in taxonomic problems. Ann Eugen. 1936;7:179-188.
-
(1936)
Ann Eugen
, vol.7
, pp. 179-188
-
-
Fisher, R.A.1
-
36
-
-
0020089191
-
Cross-validatory choice of the number of components from a principal component analysis
-
Eastment H, Krzanowski W. Cross-validatory choice of the number of components from a principal component analysis. Technometrics. 1982;24:73-77.
-
(1982)
Technometrics
, vol.24
, pp. 73-77
-
-
Eastment, H.1
Krzanowski, W.2
-
37
-
-
84945737762
-
A leisurely look at the bootstrap, the jack-knife, and cross-validation
-
Efron B, Gong G. A leisurely look at the bootstrap, the jack-knife, and cross-validation. Am Stat. 1983;37:36-48.
-
(1983)
Am Stat
, vol.37
, pp. 36-48
-
-
Efron, B.1
Gong, G.2
-
38
-
-
0002309097
-
PLS-partial least-squares projections to latent structures
-
In: Kubinyi H, editor. Ledien: ESCOM Science;.
-
Wold S, Johansson E, Cocchi M PLS-partial least-squares projections to latent structures. In: Kubinyi H, editor. 3D-QSAR in Drug Design, Theory, Methods, and Applications. Ledien: ESCOM Science; 1993:523-550.
-
(1993)
3D-QSAR in Drug Design, Theory, Methods, and Applications
, pp. 523-550
-
-
Wold, S.1
Johansson, E.2
Cocchi, M.3
-
39
-
-
84944964024
-
Univariate and Multivariate Outliers
-
Accessed on March 2
-
Lani J. Univariate and Multivariate Outliers. Statistics Solutions. Available from: http://www.statisticssolutions.com/univariate-and-multivariate-outliers. Accessed on March 2, 2015.
-
(2015)
Statistics Solutions
-
-
Lani, J.1
-
40
-
-
0002975203
-
On the generalised distance in statistics
-
Mahalanobis PC. On the generalised distance in statistics. Proc Natl Inst Sci India. 1936;2:49-55.
-
(1936)
Proc Natl Inst Sci India
, vol.2
, pp. 49-55
-
-
Mahalanobis, P.C.1
-
41
-
-
0001038967
-
The generalization of student's ratio
-
Hotelling H. The generalization of student's ratio. Ann Math Stat. 1931;2:360-378.
-
(1931)
Ann Math Stat
, vol.2
, pp. 360-378
-
-
Hotelling, H.1
-
42
-
-
14744285958
-
Culture pH affects expression rates and glycosylation of recombinant mouse placental lactogen proteins by Chinese hamster ovary (CHO) cells
-
Borys MC, Linzer DI, Papoutsakis ET. Culture pH affects expression rates and glycosylation of recombinant mouse placental lactogen proteins by Chinese hamster ovary (CHO) cells. Biotechnology (NY). 1993;11:720-724.
-
(1993)
Biotechnology (NY)
, vol.11
, pp. 720-724
-
-
Borys, M.C.1
Linzer, D.I.2
Papoutsakis, E.T.3
-
43
-
-
0036010290
-
2 alter monoclonal antibody charge distribution and monosaccharide content
-
2 alter monoclonal antibody charge distribution and monosaccharide content. Biotechnol Prog. 2002;18:346-353.
-
(2002)
Biotechnol Prog
, vol.18
, pp. 346-353
-
-
Schmelzer, A.E.1
Miller, W.M.2
-
44
-
-
0026254425
-
Estimation of dissolved carbon dioxide concentrations in aerobic fermentations
-
Royce PNC, Thornhill NF. Estimation of dissolved carbon dioxide concentrations in aerobic fermentations. AIChE J. 1991;37:1680-1686.
-
(1991)
AIChE J
, vol.37
, pp. 1680-1686
-
-
Royce, P.N.C.1
Thornhill, N.F.2
-
47
-
-
62949203022
-
Culture scale-up studies as seen from the viewpoint of oxygen supply and dissolved carbon dioxide stripping
-
Matsunaga N, Kano K, Maki Y, Dobashi T. Culture scale-up studies as seen from the viewpoint of oxygen supply and dissolved carbon dioxide stripping. J Biosci Bioeng. 2009;107:412-418.
-
(2009)
J Biosci Bioeng
, vol.107
, pp. 412-418
-
-
Matsunaga, N.1
Kano, K.2
Maki, Y.3
Dobashi, T.4
-
48
-
-
0037279448
-
2 removal in large-scale fed-batch cultures
-
2 removal in large-scale fed-batch cultures. Biotechnol Prog. 2003;19:45-51.
-
(2003)
Biotechnol Prog
, vol.19
, pp. 45-51
-
-
Mostafa, S.S.1
Gu, X.2
-
49
-
-
78349281210
-
Mining manufacturing data for discovery of high productivity process characteristics
-
Charaniya S, Le H, Rangwala H, Mills K, Johnson K, Karypis G, Hu WS. Mining manufacturing data for discovery of high productivity process characteristics. J Biotechnol. 2010;147:186-197.
-
(2010)
J Biotechnol
, vol.147
, pp. 186-197
-
-
Charaniya, S.1
Le, H.2
Rangwala, H.3
Mills, K.4
Johnson, K.5
Karypis, G.6
Hu, W.S.7
-
50
-
-
77955983430
-
Comparison of several chemometric techniques for the classification of orujo distillate alcoholic samples from Galicia (northwest Spain) according to their certified brand of origin
-
Iglesias RR, Fernández DM, Barciela GJ, Peña Crecente RM, García MS, Herrero LC. Comparison of several chemometric techniques for the classification of orujo distillate alcoholic samples from Galicia (northwest Spain) according to their certified brand of origin. Anal Bioanal Chem. 2010;397:2603-2614.
-
(2010)
Anal Bioanal Chem
, vol.397
, pp. 2603-2614
-
-
Iglesias, R.R.1
Fernández, D.M.2
Barciela, G.J.3
Peña Crecente, R.M.4
García, M.S.5
Herrero, L.C.6
-
51
-
-
84866035343
-
Evaluation of coffee roasting degree by using electronic nose and artificial neural network for off-line quality control
-
Romani S, Cevoli C, Fabbri A, Alessandrini L, Dalla Rosa M. Evaluation of coffee roasting degree by using electronic nose and artificial neural network for off-line quality control. J Food Sci. 2012;77:C960-C965.
-
(2012)
J Food Sci
, vol.77
, pp. C960-C965
-
-
Romani, S.1
Cevoli, C.2
Fabbri, A.3
Alessandrini, L.4
Dalla Rosa, M.5
-
52
-
-
77955949391
-
Guidance for Industry: Q8(R2) Pharmaceutical Development
-
Maryland: US Department of Health and Human Services
-
Food and Drug Administration. Guidance for Industry: Q8(R2) Pharmaceutical Development. Maryland: US Department of Health and Human Services, 2009.
-
(2009)
-
-
|