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1

A closer look at the bias–variance trade-off in multivariate calibration

Nicolaas (KLAAS) M. Faber

Journal:

Journal of Chemometrics

Année:

1999

Langue:

english

Fichier:

PDF, 54 KB

english, 1999

2

Standard error of prediction for multiway PLS: 1. Background and a simulation study

Nicolaas (Klaas) M Faber, Rasmus Bro

Journal:

Chemometrics and Intelligent Laboratory Systems

Année:

2002

Langue:

english

Fichier:

PDF, 219 KB

english, 2002

3

Recent developments in CANDECOMP/PARAFAC algorithms: a critical review

Nicolaas (Klaas) M. Faber, Rasmus Bro, Philip K. Hopke

Journal:

Chemometrics and Intelligent Laboratory Systems

Année:

2003

Langue:

english

Fichier:

PDF, 536 KB

english, 2003

4

Net analyte signal calculation for multivariate calibration

Joan Ferré, Nicolaas (Klaas) M Faber

Journal:

Chemometrics and Intelligent Laboratory Systems

Année:

2003

Langue:

english

Fichier:

PDF, 296 KB

english, 2003

5

Estimating the uncertainty in estimates of root mean square error of prediction: application to determining the size of an adequate test set in multivariate calibration

Nicolaas (Klaas) M. Faber

Journal:

Chemometrics and Intelligent Laboratory Systems

Année:

1999

Langue:

english

Fichier:

PDF, 233 KB

english, 1999

6

Mean centering and computation of scalar net analyte signal in multivariate calibration

Nicolaas (Klaas) M. Faber

Journal:

Journal of Chemometrics

Année:

1998

Langue:

english

Fichier:

PDF, 49 KB

english, 1998

7

Note on a modified Faber–Kowalski F-test for abstract factor analysis

Nicolaas (Klaas) M. Faber

Journal:

Journal of Chemometrics

Année:

2000

Langue:

english

Fichier:

PDF, 33 KB

english, 2000

8

Response to ‘Comments on construction of confidence intervals in connection with partial least squares’

Nicolaas (Klaas) M. Faber

Journal:

Journal of Chemometrics

Année:

2000

Langue:

english

Fichier:

PDF, 46 KB

english, 2000

9

On the numerical stability of two widely used PLS algorithms

Nicolaas (Klaas) M. Faber, Joan Ferré

Journal:

Journal of Chemometrics

Année:

2008

Langue:

english

Fichier:

PDF, 197 KB

english, 2008

10

GRAM satisfies Kruskal's condition

Nicolaas (Klaas) M. Faber

Journal:

Journal of Chemometrics

Année:

2008

Langue:

english

Fichier:

PDF, 69 KB

english, 2008

11

Erratum: On the numerical stability of two widely used PLS algorithms

Nicolaas (Klaas) M. Faber, Joan Ferre

Journal:

Journal of Chemometrics

Année:

2008

Fichier:

PDF, 36 KB

2008

12

Comment on a recently proposed resampling method

Nicolaas (Klaas) M. Faber

Journal:

Journal of Chemometrics

Année:

2001

Langue:

english

Fichier:

PDF, 256 KB

english, 2001

13

The price paid for the second-order advantage when using the generalized rank annihilation method (GRAM)

Nicolaas (Klaas) M. Faber

Journal:

Journal of Chemometrics

Année:

2001

Langue:

english

Fichier:

PDF, 63 KB

english, 2001

14

Generalization of rank reduction problems with Wedderburn's formula

Joan Ferré, Nicolaas (Klaas) M. Faber

Journal:

Journal of Chemometrics

Année:

2003

Langue:

english

Fichier:

PDF, 101 KB

english, 2003

15

A closed-form expression for computing the sensitivity in second-order bilinear calibration

Alejandro C. Olivieri, Nicolaas (Klaas) M. Faber

Journal:

Journal of Chemometrics

Année:

2005

Langue:

english

Fichier:

PDF, 209 KB

english, 2005

16

Erratum to “A caveat concerning the application of the jack-knife to designed data” [Anal. Chim. Acta 603 (2007) 155–158]

Nicolaas (Klaas) M. Faber

Journal:

Analytica Chimica Acta

Année:

2008

Langue:

english

Fichier:

PDF, 105 KB

english, 2008

17

Standard error of prediction in parallel factor analysis of three-way data

Alejandro C. Olivieri, Nicolaas (Klaas) M. Faber

Journal:

Chemometrics and Intelligent Laboratory Systems

Année:

2004

Langue:

english

Fichier:

PDF, 312 KB

english, 2004

18

Standard error of prediction for multilinear PLS: 2. Practical implementation in fluorescence spectroscopy

Rasmus Bro, Åsmund Rinnan, Nicolaas (Klaas) M. Faber

Journal:

Chemometrics and Intelligent Laboratory Systems

Année:

2005

Langue:

english

Fichier:

PDF, 501 KB

english, 2005

19

Degrees of freedom for the residuals of a principal component analysis — A clarification

Nicolaas (Klaas) M. Faber

Journal:

Chemometrics and Intelligent Laboratory Systems

Année:

2008

Langue:

english

Fichier:

PDF, 239 KB

english, 2008

20

The X-residuals calculated by partial least squares are problematic for uncertainty estimation

Nicolaas (Klaas) M. Faber

Journal:

Chemometrics and Intelligent Laboratory Systems

Année:

2009

Langue:

english

Fichier:

PDF, 89 KB

english, 2009

21

Detection limits in classical multivariate calibration models

Ricard Boqué, Nicolaas (Klaas) M Faber, F.Xavier Rius

Journal:

Analytica Chimica Acta

Année:

2000

Langue:

english

Fichier:

PDF, 114 KB

english, 2000

22

Critical evaluation of a significance test for partial least squares regression

Nicolaas (Klaas) M Faber

Journal:

Analytica Chimica Acta

Année:

2001

Langue:

english

Fichier:

PDF, 83 KB

english, 2001

23

Quantifying the effect of measurement errors on the uncertainty in bilinear model predictions: a small simulation study

Nicolaas (Klaas) M Faber

Journal:

Analytica Chimica Acta

Année:

2001

Langue:

english

Fichier:

PDF, 102 KB

english, 2001

24

Source apportionment of gasoline and diesel by multivariate calibration based on single particle mass spectral data

Xin-Hua Song, Nicolaas (Klaas) M. Faber, Philip K. Hopke, David T. Suess, Kimberly A. Prather, James J. Schauer, Glen R. Cass

Journal:

Analytica Chimica Acta

Année:

2001

Langue:

english

Fichier:

PDF, 353 KB

english, 2001

25

Limit of detection estimator for second-order bilinear calibration

Ricard Boqué, Joan Ferré, Nicolaas (Klaas) M. Faber, F.Xavier Rius

Journal:

Analytica Chimica Acta

Année:

2002

Langue:

english

Fichier:

PDF, 199 KB

english, 2002

26

Notes on two competing definitions of multivariate sensitivity

Nicolaas (Klaas) M. Faber

Journal:

Analytica Chimica Acta

Année:

1999

Langue:

english

Fichier:

PDF, 138 KB

english, 1999

27

Modification of Malinowski’s F-test for pseudo rank estimation revisited

Nicolaas (Klaas) M. Faber

Journal:

Computers & Chemistry

Année:

1999

Langue:

english

Fichier:

PDF, 148 KB

english, 1999

28

Quantifying selectivity in spectrophotometric multicomponent analysis

Nicolaas (Klaas) M. Faber, Joan Ferré, Ricard Boqué, John H. Kalivas

Journal:

TrAC Trends in Analytical Chemistry

Année:

2003

Langue:

english

Fichier:

PDF, 356 KB

english, 2003

29

Comparison of two recently proposed expressions for partial least squares regression prediction error

Nicolaas (Klaas) M Faber

Journal:

Chemometrics and Intelligent Laboratory Systems

Année:

2000

Langue:

english

Fichier:

PDF, 228 KB

english, 2000

30

Iteratively reweighted generalized rank annihilation method: 2. Least squares property and variance expressions

Nicolaas (Klaas) M. Faber, Ricard Boqué, Joan Ferré

Journal:

Chemometrics and Intelligent Laboratory Systems

Année:

2001

Langue:

english

Fichier:

PDF, 111 KB

english, 2001

31

Iteratively reweighted generalized rank annihilation method: 1. Improved handling of prediction bias

Nicolaas (Klaas) M. Faber, Joan Ferré, Ricard Boqué

Journal:

Chemometrics and Intelligent Laboratory Systems

Année:

2001

Langue:

english

Fichier:

PDF, 256 KB

english, 2001

32

Second-order bilinear calibration: the effects of vectorising the data matrices of the calibration set

Nicolaas (Klaas) M. Faber, Joan Ferré, Ricard Boqué, John H. Kalivas

Journal:

Chemometrics and Intelligent Laboratory Systems

Année:

2002

Langue:

english

Fichier:

PDF, 165 KB

english, 2002

33

Uncertainty estimation for multivariate regression coefficients

Nicolaas (Klaas) M Faber

Journal:

Chemometrics and Intelligent Laboratory Systems

Année:

2002

Langue:

english

Fichier:

PDF, 195 KB

english, 2002

34

Exact presentation of multivariate calibration model as univariate calibration graph

Nicolaas (Klaas) M. Faber

Journal:

Chemometrics and Intelligent Laboratory Systems

Année:

2000

Langue:

english

Fichier:

PDF, 131 KB

english, 2000

35

On the calculation of decision limits in doping control

Nicolaas (Klaas) M. Faber, Ricard Boqué

Journal:

Accreditation and Quality Assurance

Année:

2006

Langue:

english

Fichier:

PDF, 182 KB

english, 2006

36

The limit of detection is not the analyte level for deciding between “detected” and “not detected”

Nicolaas (Klaas) M. Faber

Journal:

Accreditation and Quality Assurance

Année:

2008

Langue:

english

Fichier:

PDF, 146 KB

english, 2008

37

Regulations in the field of residue and doping analysis should ensure the risk offalse positivedeclaration is well-defined

Nicolaas (Klaas) M. Faber

Journal:

Accreditation and Quality Assurance

Année:

2009

Langue:

english

Fichier:

PDF, 221 KB

english, 2009

38

Towards more fair and effective doping tests based on chromatography with mass spectrometric detection

Nicolaas (Klaas) M. Faber

Journal:

Accreditation and Quality Assurance

Année:

2009

Langue:

english

Fichier:

PDF, 146 KB

english, 2009

39

Validation of specificity in doping control: problems and prospects

Nicolaas (Klaas) M. Faber

Journal:

Accreditation and Quality Assurance

Année:

2009

Langue:

english

Fichier:

PDF, 82 KB

english, 2009

40

A caveat concerning the application of the jack-knife to designed data

Nicolaas (Klaas) M. Faber

Journal:

Analytica Chimica Acta

Année:

2007

Langue:

english

Fichier:

PDF, 228 KB

english, 2007

41

Caveat in abstract factor analysis-based pseudorank estimation

Nicolaas (Klaas) M Faber

Journal:

Analytica Chimica Acta

Année:

2000

Langue:

english

Fichier:

PDF, 187 KB

english, 2000

42

Floyd Landis: An unsafe conviction, regardless of the quality of the data

Nicolaas (Klaas) M. Faber

Journal:

Clinica Chimica Acta

Année:

2010

Langue:

english

Fichier:

PDF, 144 KB

english, 2010

43

Simple improvement of consumer fit in external preference mapping

Nicolaas (Klaas) M. Faber, Jos Mojet, Astrid A.M. Poelman

Journal:

Food Quality and Preference

Année:

2003

Langue:

english

Fichier:

PDF, 244 KB

english, 2003

44

Efficient Computation of Net Analyte Signal Vector in Inverse Multivariate Calibration Models

Faber, Nicolaas (Klaas) M.

Journal:

Analytical Chemistry

Année:

1998

Langue:

english

Fichier:

PDF, 38 KB

english, 1998

45

Improved Computation of the Standard Error in the Regression Coefficient Estimates of a Multivariate Calibration Model

Faber, Nicolaas (Klaas) M.

Journal:

Analytical Chemistry

Année:

2000

Langue:

english

Fichier:

PDF, 21 KB

english, 2000

46

Characterizing the Uncertainty in Near-Infrared Spectroscopic Prediction of Mixed-Oxygenate Concentrations in Gasoline: Sample-Specific Prediction Intervals

Faber, Nicolaas (Klaas) M., Duewer, David L., Choquette, Steven J., Green, Terry L., Chesler, Stephen N.

Journal:

Analytical Chemistry

Année:

1998

Langue:

english

Fichier:

PDF, 211 KB

english, 1998

47

Multivariate Sensitivity for the Interpretation of the Effect of Spectral Pretreatment Methods on Near-Infrared Calibration Model Predictions

Faber, Nicolaas (Klaas) M.

Journal:

Analytical Chemistry

Année:

1999

Langue:

english

Fichier:

PDF, 110 KB

english, 1999

48

Note on the Error Analysis of the Generalized Rankannihilation Method

Nicolaas (Klaas) Faber, M.

Journal:

Analytical Letters

Année:

1999

Langue:

english

Fichier:

PDF, 439 KB

english, 1999