-
1
-
-
42649145887
-
Multiblock variance partitioning: A new approach for comparing variation in multiple data blocks
-
T. Skov D. Ballabio R. Bro Multiblock variance partitioning: a new approach for comparing variation in multiple data blocks Anal. Chim. Acta 2008 615 18 29
-
(2008)
Anal. Chim. Acta
, vol.615
, pp. 18-29
-
-
Skov, T.1
Ballabio, D.2
Bro, R.3
-
2
-
-
53649089323
-
Classification of GC-MS measurements of wines by combining data dimension reduction and variable selection techniques
-
D. Ballabio T. Skov R. Leardi R. Bro Classification of GC-MS measurements of wines by combining data dimension reduction and variable selection techniques J. Chemom. 2008 22 457 463
-
(2008)
J. Chemom.
, vol.22
, pp. 457-463
-
-
Ballabio, D.1
Skov, T.2
Leardi, R.3
Bro, R.4
-
3
-
-
45049088460
-
Degrees of freedom for the residuals of a principal component analysis - A clarification
-
80-86
-
K. Faber, Degrees of freedom for the residuals of a principal component analysis - A clarification, Chemometrics and Chemoinformatics, 2008, vol. 93, pp. 80-86
-
(2008)
Chemometrics and Chemoinformatics
, vol.93
-
-
Faber, K.1
-
4
-
-
84868206061
-
Degrees of freedom estimation in Principal Component Analysis and Consensus Principal Component Analysis
-
H. Martens S. Hassani E. M. Qannari A. Kohler Degrees of freedom estimation in Principal Component Analysis and Consensus Principal Component Analysis Chemom. Intell. Lab. Syst. 2012 118 246 259
-
(2012)
Chemom. Intell. Lab. Syst.
, vol.118
, pp. 246-259
-
-
Martens, H.1
Hassani, S.2
Qannari, E.M.3
Kohler, A.4
-
6
-
-
0034998463
-
Sufficient conditions for unique solutions within a certain class of curve resolution models
-
A. K. Smilde H. C. J. Hoefsloot H. A. L. Kiers S. Bijlsma H. F. M. Boelens Sufficient conditions for unique solutions within a certain class of curve resolution models J. Chemom. 2001 15 4 405 411
-
(2001)
J. Chemom.
, vol.15
, Issue.4
, pp. 405-411
-
-
Smilde, A.K.1
Hoefsloot, H.C.J.2
Kiers, H.A.L.3
Bijlsma, S.4
Boelens, H.F.M.5
-
7
-
-
0000325341
-
On lines and planes of closest fit to points in space
-
K. Pearson On lines and planes of closest fit to points in space Philos. Mag. 1901 2 559 572
-
(1901)
Philos. Mag.
, vol.2
, pp. 559-572
-
-
Pearson, K.1
-
8
-
-
58149421595
-
Analysis of a complex of statistical variables into principal components
-
H. Hotelling Analysis of a complex of statistical variables into principal components J. Educ. Psychol. 1933 24 417 441
-
(1933)
J. Educ. Psychol.
, vol.24
, pp. 417-441
-
-
Hotelling, H.1
-
9
-
-
84898661991
-
Are all varieties of PCA the same? A reply to Cadima & Jolliffe
-
J. M. F. ten Berge H. A. L. Kiers Are all varieties of PCA the same? A reply to Cadima & Jolliffe Br. J. Math. Stat. Psychol. 1997 50 2 367 368
-
(1997)
Br. J. Math. Stat. Psychol.
, vol.50
, Issue.2
, pp. 367-368
-
-
Ten Berge, J.M.F.1
Kiers, H.A.L.2
-
10
-
-
0002194587
-
Multivariate data analysis in chemistry
-
in, ed. B. R. Kowalski, D. Reidel Publishing Company, Dordrecht, 17-95
-
S. Wold, C. Albano, W. J. Dunn, III, U. Edlund, K. H. Esbensen, P. Geladi, S. Hellberg, E. Johansson, W. Lindberg and M. Sjöström, Multivariate data analysis in chemistry, in Chemometrics. Mathematics and Statistics in Chemistry, ed., B. R. Kowalski, D. Reidel Publishing Company, Dordrecht, 1984, pp. 17-95
-
(1984)
Chemometrics. Mathematics and Statistics in Chemistry
-
-
Wold, S.1
Albano, C.2
Dunn III, W.J.3
Edlund, U.4
Esbensen, K.H.5
Geladi, P.6
Hellberg, S.7
Johansson, E.8
Lindberg, W.9
Sjöström, M.10
-
11
-
-
0142071184
-
Classification models: Discriminant analysis, SIMCA, CART
-
I. E. Frank S. Lanteri Classification models: discriminant analysis, SIMCA, CART Chemom. Intell. Lab. Syst. 1989 5 247 256
-
(1989)
Chemom. Intell. Lab. Syst.
, vol.5
, pp. 247-256
-
-
Frank, I.E.1
Lanteri, S.2
-
12
-
-
0003353004
-
A general theory of Biplots
-
in, ed. W. J. Krzanowski, Clarendon Press, Oxford, 283-303
-
J. C. Gower, A general theory of Biplots, in Recent Advances in Descriptive Multivariate Analysis, ed., W. J. Krzanowski, Clarendon Press, Oxford, 1995, pp. 283-303
-
(1995)
Recent Advances in Descriptive Multivariate Analysis
-
-
Gower, J.C.1
-
13
-
-
0030511531
-
Decompositions and biplots in three-way correspondence analysis
-
A. Carlier P. M. Kroonenberg Decompositions and biplots in three-way correspondence analysis Psychometrika 1996 61 355 373
-
(1996)
Psychometrika
, vol.61
, pp. 355-373
-
-
Carlier, A.1
Kroonenberg, P.M.2
-
14
-
-
77956887176
-
The biplot graphic display of matrices with application to principal component analysis
-
K. R. Gabriel The biplot graphic display of matrices with application to principal component analysis Biometrika 1971 58 453 467
-
(1971)
Biometrika
, vol.58
, pp. 453-467
-
-
Gabriel, K.R.1
-
15
-
-
0036684326
-
Maximum likelihood fitting using simple least squares algorithms
-
R. Bro N. D. Sidiropoulos A. K. Smilde Maximum likelihood fitting using simple least squares algorithms J. Chemom. 2002 16 8-10 387 400
-
(2002)
J. Chemom.
, vol.16
, Issue.810
, pp. 387-400
-
-
Bro, R.1
Sidiropoulos, N.D.2
Smilde, A.K.3
-
16
-
-
0030770001
-
Applications of maximum likelihood principal component analysis: Incomplete data sets and calibration transfer
-
D. T. Andrews P. D. Wentzell Applications of maximum likelihood principal component analysis: incomplete data sets and calibration transfer Anal. Chim. Acta 1997 350 3 341 352
-
(1997)
Anal. Chim. Acta
, vol.350
, Issue.3
, pp. 341-352
-
-
Andrews, D.T.1
Wentzell, P.D.2
-
19
-
-
36549086475
-
Estimating confidence intervals for principal component loadings: A comparison between the bootstrap and asymptotic results
-
M. E. Timmerman H. A. L. Kiers A. K. Smilde Estimating confidence intervals for principal component loadings: a comparison between the bootstrap and asymptotic results Br. J. Math. Stat. Psychol. 2007 60 2 295 314
-
(2007)
Br. J. Math. Stat. Psychol.
, vol.60
, Issue.2
, pp. 295-314
-
-
Timmerman, M.E.1
Kiers, H.A.L.2
Smilde, A.K.3
-
20
-
-
84870802614
-
Rinnan, Å. Bootstrap based Confidence Limits in Principal Component Analysis - A case study
-
H. Babamoradi F. van den Berg Rinnan, Å. Bootstrap based Confidence Limits in Principal Component Analysis-a case study Chemom. Intell. Lab. Syst. 2013 120 97 105
-
(2013)
Chemom. Intell. Lab. Syst.
, vol.120
, pp. 97-105
-
-
Babamoradi, H.1
Van Den Berg, F.2
-
21
-
-
33747019547
-
Centering, scaling, and transformations: Improving the biological information content of metabolomics data
-
R. A. van den Berg H. C. J. Hoefsloot J. A. Westerhuis A. K. Smilde M. van der Werf Centering, scaling, and transformations: improving the biological information content of metabolomics data BMC Genomics 2006 7 142
-
(2006)
BMC Genomics
, vol.7
, Issue.142
-
-
Van Den Berg, R.A.1
Hoefsloot, H.C.J.2
Westerhuis, J.A.3
Smilde, A.K.4
Van Der Werf, M.5
-
22
-
-
0037282748
-
Centering and scaling in component analysis
-
R. Bro A. K. Smilde Centering and scaling in component analysis J. Chemom. 2003 17 1 16 33
-
(2003)
J. Chemom.
, vol.17
, Issue.1
, pp. 16-33
-
-
Bro, R.1
Smilde, A.K.2
-
23
-
-
33845960535
-
Raman spectra of biological samples: A study of preprocessing methods
-
N. K. Afseth V. H. Segtnan J. P. Wold Raman spectra of biological samples: a study of preprocessing methods Appl. Spectrosc. 2006 60 12 1358 1367
-
(2006)
Appl. Spectrosc.
, vol.60
, Issue.12
, pp. 1358-1367
-
-
Afseth, N.K.1
Segtnan, V.H.2
Wold, J.P.3
-
24
-
-
0034229591
-
Derivative preprocessing and optimal corrections for baseline drift in multivariate calibration
-
C. D. Brown L. Vega-Montoto P. D. Wentzell Derivative preprocessing and optimal corrections for baseline drift in multivariate calibration Appl. Spectrosc. 2000 54 7 1055 1068
-
(2000)
Appl. Spectrosc.
, vol.54
, Issue.7
, pp. 1055-1068
-
-
Brown, C.D.1
Vega-Montoto, L.2
Wentzell, P.D.3
-
25
-
-
0342462971
-
The geometry of multivariate object preprocessing
-
S. N. Deming J. A. Palasota J. M. Nocerino The geometry of multivariate object preprocessing J. Chemom. 1993 7 393 425
-
(1993)
J. Chemom.
, vol.7
, pp. 393-425
-
-
Deming, S.N.1
Palasota, J.A.2
Nocerino, J.M.3
-
26
-
-
0026351585
-
Extended multiplicative signal correction and spectral interference subtraction: New preprocessing methods for near infrared spectroscopy
-
H. Martens E. Stark Extended multiplicative signal correction and spectral interference subtraction: new preprocessing methods for near infrared spectroscopy J. Pharm. Biomed. Anal. 1991 9 8 625 635
-
(1991)
J. Pharm. Biomed. Anal.
, vol.9
, Issue.8
, pp. 625-635
-
-
Martens, H.1
Stark, E.2
-
27
-
-
0034294124
-
Data preprocessing enhances the classification of different brands of Espresso coffee with an electronic nose
-
M. Pardo G. Niederjaufner G. Benussi E. Comini G. Faglia G. Sberveglieri M. Holmberg I. Lundstrom Data preprocessing enhances the classification of different brands of Espresso coffee with an electronic nose Sens. Actuators, B 2000 69 3 397 403
-
(2000)
Sens. Actuators, B
, vol.69
, Issue.3
, pp. 397-403
-
-
Pardo, M.1
Niederjaufner, G.2
Benussi, G.3
Comini, E.4
Faglia, G.5
Sberveglieri, G.6
Holmberg, M.7
Lundstrom, I.8
-
28
-
-
0345603576
-
Multivariate calibration - What is in chemometrics for the analytical chemist?
-
R. Bro Multivariate calibration-What is in chemometrics for the analytical chemist? Anal. Chim. Acta 2003 500 1-2 185 194
-
(2003)
Anal. Chim. Acta
, vol.500
, Issue.12
, pp. 185-194
-
-
Bro, R.1
-
29
-
-
0028210405
-
The influence of data preprocessing on the robustness and parsimony of multivariate calibration models
-
O. E. de Noord The influence of data preprocessing on the robustness and parsimony of multivariate calibration models Chemom. Intell. Lab. Syst. 1994 23 65 70
-
(1994)
Chemom. Intell. Lab. Syst.
, vol.23
, pp. 65-70
-
-
De Noord, O.E.1
-
30
-
-
84937549955
-
The scree test for the number of factors
-
R. B. Cattell The scree test for the number of factors Multivariate Behav. Res. 1966 1 245 276
-
(1966)
Multivariate Behav. Res.
, vol.1
, pp. 245-276
-
-
Cattell, R.B.1
-
31
-
-
0038895135
-
Test of linear trend in eigenvalues of a covariance matrix with application to data analysis
-
P. M. Bentler K. H. Yuan Test of linear trend in eigenvalues of a covariance matrix with application to data analysis Br. J. Math. Stat. Psychol. 1996 49 2 299 312
-
(1996)
Br. J. Math. Stat. Psychol.
, vol.49
, Issue.2
, pp. 299-312
-
-
Bentler, P.M.1
Yuan, K.H.2
-
32
-
-
0032365923
-
Tests for linear trend in the smallest eigenvalues of the correlation matrix
-
P. M. Bentler K. H. Yuan Tests for linear trend in the smallest eigenvalues of the correlation matrix Psychometrika 1998 63 131 144
-
(1998)
Psychometrika
, vol.63
, pp. 131-144
-
-
Bentler, P.M.1
Yuan, K.H.2
-
33
-
-
0033553901
-
Comparing a new algorithm with the classic methods for estimating the number of factors
-
R. C. Henry E. S. Park C. Spiegelman Comparing a new algorithm with the classic methods for estimating the number of factors Chemom. Intell. Lab. Syst. 1999 48 91 97
-
(1999)
Chemom. Intell. Lab. Syst.
, vol.48
, pp. 91-97
-
-
Henry, R.C.1
Park, E.S.2
Spiegelman, C.3
-
34
-
-
84976998771
-
The Application of Electronic Computers to Factor Analysis
-
H. F. Kaiser The Application of Electronic Computers to Factor Analysis Educ. Psychol. Meas. 1960 20 141 151
-
(1960)
Educ. Psychol. Meas.
, vol.20
, pp. 141-151
-
-
Kaiser, H.F.1
-
35
-
-
0001500980
-
The Eigenvalues-Greater-Than-One Rule and the Reliability of Components
-
N. Cliff The Eigenvalues-Greater-Than-One Rule and the Reliability of Components Psychol. Bull. 1988 103 2 276 279
-
(1988)
Psychol. Bull.
, vol.103
, Issue.2
, pp. 276-279
-
-
Cliff, N.1
-
36
-
-
34248982435
-
Some necessary conditions for common-factor analysis
-
L. Guttman Some necessary conditions for common-factor analysis Psychometrika 1954 19 2 149 161
-
(1954)
Psychometrika
, vol.19
, Issue.2
, pp. 149-161
-
-
Guttman, L.1
-
37
-
-
0001783722
-
Étude de la decroissance des valeurs propers dans une analyze en composantes principales: comparison avec le modèle de baton brisé
-
S. Frontier Étude de la decroissance des valeurs propers dans une analyze en composantes principales: comparison avec le modèle de baton brisé J. Exp. Mar. Biol. Ecol. 1976 25 67 75
-
(1976)
J. Exp. Mar. Biol. Ecol.
, vol.25
, pp. 67-75
-
-
Frontier, S.1
-
38
-
-
0000448860
-
On the relative abundance of bird species
-
R. H. MacArthur On the relative abundance of bird species Proc. Natl. Acad. Sci. U. S. A. 1957 43 3 293 295
-
(1957)
Proc. Natl. Acad. Sci. U. S. A.
, vol.43
, Issue.3
, pp. 293-295
-
-
MacArthur, R.H.1
-
39
-
-
84951601886
-
Cross-validatory estimation of the number of components in factor and principal components models
-
S. Wold Cross-validatory estimation of the number of components in factor and principal components models Technometrics 1978 20 397 405
-
(1978)
Technometrics
, vol.20
, pp. 397-405
-
-
Wold, S.1
-
40
-
-
77952484640
-
Cross-validation for choosing the number of important components in principal component analysis
-
W. J. Krzanowski P. Kline Cross-validation for choosing the number of important components in principal component analysis Multivariate Behav. Res. 1995 30 2 149 165
-
(1995)
Multivariate Behav. Res.
, vol.30
, Issue.2
, pp. 149-165
-
-
Krzanowski, W.J.1
Kline, P.2
-
41
-
-
39949083755
-
Cross-validation of component models: A critical look at current methods
-
R. Bro K. Kjeldahl A. K. Smilde H. A. L. Kiers Cross-validation of component models: a critical look at current methods Anal. Bioanal. Chem. 2008 390 1241 1251
-
(2008)
Anal. Bioanal. Chem.
, vol.390
, pp. 1241-1251
-
-
Bro, R.1
Kjeldahl, K.2
Smilde, A.K.3
Kiers, H.A.L.4
-
42
-
-
0001194903
-
A proposal for handling missing data
-
T. C. Gleason R. Staelin A proposal for handling missing data Psychometrika 1975 40 229 252
-
(1975)
Psychometrika
, vol.40
, pp. 229-252
-
-
Gleason, T.C.1
Staelin, R.2
-
43
-
-
0030296884
-
Missing data methods in PCA and PLS: Score calculations with incomplete observations
-
P. R. C. Nelson P. A. Taylor J. F. MacGregor Missing data methods in PCA and PLS: score calculations with incomplete observations Chemom. Intell. Lab. Syst. 1996 35 1 45 65
-
(1996)
Chemom. Intell. Lab. Syst.
, vol.35
, Issue.1
, pp. 45-65
-
-
Nelson, P.R.C.1
Taylor, P.A.2
MacGregor, J.F.3
-
44
-
-
0032563620
-
Missing values in principal component analysis
-
B. Grung R. Manne Missing values in principal component analysis Chemom. Intell. Lab. Syst. 1998 42 125 139
-
(1998)
Chemom. Intell. Lab. Syst.
, vol.42
, pp. 125-139
-
-
Grung, B.1
Manne, R.2
-
47
-
-
0014582761
-
The partitioning of interaction in analysis of variance
-
J. Mandel The partitioning of interaction in analysis of variance J. Res. Natl. Bur. Stand., Sect. B 1969 73B 309 328
-
(1969)
J. Res. Natl. Bur. Stand., Sect. B
, vol.73
, pp. 309-328
-
-
Mandel, J.1
-
48
-
-
84950884569
-
Robust estimation of dispersion matrices and principal components
-
S. J. Devlin R. Gnanadesikan J. R. Kettenring Robust estimation of dispersion matrices and principal components J. Am. Stat. Assoc. 1981 76 375 354 362
-
(1981)
J. Am. Stat. Assoc.
, vol.76
, Issue.375
, pp. 354-362
-
-
Devlin, S.J.1
Gnanadesikan, R.2
Kettenring, J.R.3
-
49
-
-
0027263495
-
Outlier detection by robust alternating regression
-
O. S. Borgen Å. Ukkelborg Outlier detection by robust alternating regression Anal. Chim. Acta 1993 277 489 494
-
(1993)
Anal. Chim. Acta
, vol.277
, pp. 489-494
-
-
Borgen, O.S.1
Ukkelborg, Å.2
-
51
-
-
0028924387
-
Trimmed object projections: A nonparametric robust latent-structure decomposition method
-
H. Hove Y. Liang O. M. Kvalheim Trimmed object projections: a nonparametric robust latent-structure decomposition method Chemom. Intell. Lab. Syst. 1995 27 33 40
-
(1995)
Chemom. Intell. Lab. Syst.
, vol.27
, pp. 33-40
-
-
Hove, H.1
Liang, Y.2
Kvalheim, O.M.3
-
52
-
-
0030396704
-
Robust PCA and normal region in multivariate statistical process monitoring
-
J. G. Chen J. A. Bandoni J. A. Romagnoli Robust PCA and normal region in multivariate statistical process monitoring AIChE J. 1996 42 12 3563 3566
-
(1996)
AIChE J.
, vol.42
, Issue.12
, pp. 3563-3566
-
-
Chen, J.G.1
Bandoni, J.A.2
Romagnoli, J.A.3
-
53
-
-
0004363868
-
A new principal component analysis method based on robust diagnosis
-
W. C. Chen H. Cui Y. Z. Liang A new principal component analysis method based on robust diagnosis Anal. Lett. 1996 29 1647 1667
-
(1996)
Anal. Lett.
, vol.29
, pp. 1647-1667
-
-
Chen, W.C.1
Cui, H.2
Liang, Y.Z.3
-
54
-
-
0030174549
-
Outliers and robust procedures in some chemometric applications
-
A. Singh Outliers and robust procedures in some chemometric applications Chemom. Intell. Lab. Syst. 1996 33 75 100
-
(1996)
Chemom. Intell. Lab. Syst.
, vol.33
, pp. 75-100
-
-
Singh, A.1
-
55
-
-
0034187755
-
Development of robust multivariate calibration models
-
E. V. Thomas N. X. Ge Development of robust multivariate calibration models Technometrics 2000 42 2 168 177
-
(2000)
Technometrics
, vol.42
, Issue.2
, pp. 168-177
-
-
Thomas, E.V.1
Ge, N.X.2
-
57
-
-
13444287831
-
ROBPCA: A new approach to robust principal component analysis
-
M. Hubert P. J. Rousseeuw K. Vanden Branden ROBPCA: a new approach to robust principal component analysis Technometrics 2005 47 1 64 79
-
(2005)
Technometrics
, vol.47
, Issue.1
, pp. 64-79
-
-
Hubert, M.1
Rousseeuw, P.J.2
Vanden Branden, K.3
-
58
-
-
33744801099
-
Robust methods for multivariate data analysis
-
S. F. Møller J. V. F. Frese R. Bro Robust methods for multivariate data analysis J. Chemom. 2005 19 549 563
-
(2005)
J. Chemom.
, vol.19
, pp. 549-563
-
-
Møller, S.F.1
Frese, J.V.F.2
Bro, R.3
-
60
-
-
0001038967
-
The generalization of Student's ratio
-
H. Hotelling 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
-
61
-
-
0000246790
-
Principal components and factor analysis: Part I - Principal components
-
J. E. Jackson Principal components and factor analysis: part I-principal components J. Qual. Tech. 1980 12 201 213
-
(1980)
J. Qual. Tech.
, vol.12
, pp. 201-213
-
-
Jackson, J.E.1
-
63
-
-
0029252734
-
Multivariate SPC charts for monitoring batch processes
-
P. Nomikos J. F. MacGregor Multivariate SPC charts for monitoring batch processes Technometrics 1995 37 41 59
-
(1995)
Technometrics
, vol.37
, pp. 41-59
-
-
Nomikos, P.1
MacGregor, J.F.2
-
64
-
-
0004561908
-
Classification of archaeological artifacts by applying pattern recognition to trace element data
-
B. R. Kowalski T. F. Schatzki F. H. Stross Classification of archaeological artifacts by applying pattern recognition to trace element data Anal. Chem. 1972 44 13 2176 2180
-
(1972)
Anal. Chem.
, vol.44
, Issue.13
, pp. 2176-2180
-
-
Kowalski, B.R.1
Schatzki, T.F.2
Stross, F.H.3
-
65
-
-
0034621628
-
Generalized contribution plots in multivariate statistical process monitoring
-
J. A. Westerhuis S. P. Gurden A. K. Smilde Generalized contribution plots in multivariate statistical process monitoring Chemom. Intell. Lab. Syst. 2000 51 1 95 114
-
(2000)
Chemom. Intell. Lab. Syst.
, vol.51
, Issue.1
, pp. 95-114
-
-
Westerhuis, J.A.1
Gurden, S.P.2
Smilde, A.K.3
-
66
-
-
0030387633
-
Detection and diagnosis of abnormal batch operations based on multiway principal component analysis
-
P. Nomikos Detection and diagnosis of abnormal batch operations based on multiway principal component analysis ISA Trans. 1996 35 259 266
-
(1996)
ISA Trans.
, vol.35
, pp. 259-266
-
-
Nomikos, P.1
|