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1

Partial least-squares regression: a tutorial

Paul Geladi, Bruce R. Kowalski

Journal:

Analytica Chimica Acta

Year:

1986

Language:

english

File:

PDF, 976 KB

english, 1986

2

Partial least-squares path modelling with latent variables

Robert W. Gerlach, Bruce R. Kowalski, Herman O.A. Wold

Journal:

Analytica Chimica Acta

Year:

1979

Language:

english

File:

PDF, 372 KB

english, 1979

3

New approach for distance measurement in locally weighted regression

Wang, Ziyi., Isaksson, Tomas., Kowalski, Bruce R.

Journal:

Analytical Chemistry

Year:

1994

Language:

english

File:

PDF, 1.22 MB

english, 1994

4

The effect of mean centering on prediction in multivariate calibration

Mary Beth Seasholtz, Bruce R. Kowalski

Journal:

Journal of Chemometrics

Year:

1992

Language:

english

File:

PDF, 680 KB

english, 1992

5

The relationship of closure, mean centering and matrix rank interpretation

Randy J. Pell, Mary Beth Seasholtz, Bruce R. Kowalski

Journal:

Journal of Chemometrics

Year:

1992

Language:

english

File:

PDF, 318 KB

english, 1992

6

Selectivity, local rank, three-way data analysis and ambiguity in multivariate curve resolution

Romà Tauler, Age Smilde, Bruce Kowalski

Journal:

Journal of Chemometrics

Year:

1995

Language:

english

File:

PDF, 1.46 MB

english, 1995

7

prediction of wine quality and geographic origin from chemical measurements by parital least-squares regression modeling

I.E. Frank, Bruce R. Kowalski

Journal:

Analytica Chimica Acta

Year:

1984

Language:

english

File:

PDF, 591 KB

english, 1984

8

Net Analyte Signal Calculation in Multivariate Calibration

Lorber, Avraham, Faber, Klaas, Kowalski, Bruce R.

Journal:

Analytical Chemistry

Year:

1997

Language:

english

File:

PDF, 146 KB

english, 1997

9

[ACS Symposium Series] Chemometrics: Theory and Application Volume 52 || SIMCA: A Method for Analyzing Chemical Data in Terms of Similarity and Analogy

Kowalski, Bruce R.

Year:

1977

Language:

english

File:

PDF, 3.05 MB

english, 1977

10

Multivariate instrument standardization

Wang, Yongdong., Veltkamp, David J., Kowalski, Bruce R.

Journal:

Analytical Chemistry

Year:

1991

Language:

english

File:

PDF, 881 KB

english, 1991

11

Enhancing sustainability education through experiential learning of sustainability reporting

Sulkowski, Adam J., Kowalczyk, Wojciech, Ahrendsen, Bruce L., Kowalski, Robert, Majewski, Edward

Journal:

International Journal of Sustainability in Higher Education

Year:

2020

File:

PDF, 268 KB

2020

12

Propagation of measurement errors for the validation of predictions obtained by principal component regression and partial least squares

Klaas Faber, Bruce R. Kowalski

Journal:

Journal of Chemometrics

Year:

1997

Language:

english

File:

PDF, 493 KB

english, 1997

13

Maximum likelihood principal component analysis

Peter D. Wentzell, Darren T. Andrews, David C. Hamilton, Klaas Faber, Bruce R. Kowalski

Journal:

Journal of Chemometrics

Year:

1997

Language:

english

File:

PDF, 334 KB

english, 1997

14

Analytical figures of merit for tensorial calibration

Klaas Faber, Avraham Lorber, Bruce R. Kowalski

Journal:

Journal of Chemometrics

Year:

1997

Language:

english

File:

PDF, 500 KB

english, 1997

15

In memoriams. Professor Odd Sergei Borgen

Kristian Helland, Terje Bruvoll, Kim Esbensen, Bruce Kowalski

Journal:

Journal of Chemometrics

Year:

1995

Language:

english

File:

PDF, 186 KB

english, 1995

16

An example of 2-block predictive partial least-squares regression with simulated data

Paul Geladi, Bruce R. Kowalski

Journal:

Analytica Chimica Acta

Year:

1986

Language:

english

File:

PDF, 801 KB

english, 1986

17

Evaluation of potentiometric acid-base titrations by partial-least-squares calibration

Walter Lindberg, Bruce Kowalski

Journal:

Analytica Chimica Acta

Year:

1988

Language:

english

File:

PDF, 690 KB

english, 1988

18

Chemometric analysis of multisensor arrays

W.Patrick Carey, Kenneth R. Beebe, Eugenio Sanchez, Paul Geladi, Bruce R. Kowalski

Journal:

Sensors and Actuators

Year:

1986

Language:

english

File:

PDF, 929 KB

english, 1986

19

A Note on the Use of the Partial Least-Squares Method for Multivariate Calibration

Lorber, Avraham, Kowalski, Bruce R.

Journal:

Applied Spectroscopy

Year:

1988

Language:

english

File:

PDF, 274 KB

english, 1988

20

X-Ray Fluorescence Calibration with Partial Least-Squares

Wang, Yongdong, Zhao, Xinna, Kowalski, Bruce R.

Journal:

Applied Spectroscopy

Year:

1990

Language:

english

File:

PDF, 416 KB

english, 1990

21

Theory of Analytical Chemistry

Booksh, Karl S., Kowalski, Bruce R.

Journal:

Analytical Chemistry

Year:

1994

Language:

english

File:

PDF, 12.67 MB

english, 1994

22

Locally weighted regression and scatter correction for near-infrared reflectance data

Naes, Tormod., Isaksson, Tomas., Kowalski, Bruce.

Journal:

Analytical Chemistry

Year:

1990

Language:

english

File:

PDF, 2.36 MB

english, 1990

23

Chemometrics || Multivariate Data Analysis in Chemistry

Kowalski, Bruce R.

Year:

1984

Language:

english

File:

PDF, 5.23 MB

english, 1984

24

Maximum Likelihood Multivariate Calibration

Wentzell, Peter D., Andrews, Darren T., Kowalski, Bruce R.

Journal:

Analytical Chemistry

Year:

1997

Language:

english

File:

PDF, 228 KB

english, 1997

25

Multivariate curve resolution applied to spectral data from multiple runs of an industrial process

Tauler, Roma., Kowalski, Bruce., Fleming, Sydney.

Journal:

Analytical Chemistry

Year:

1993

Language:

english

File:

PDF, 914 KB

english, 1993

26

Nonlinear multivariate calibration methods in analytical chemistry

Sekulic, Sonja, Seasholtz, Mary Beth, Wang, Ziyi, Kowalski, Bruce R., Lee, Samuel E., Holt, Bradley R.

Journal:

Analytical Chemistry

Year:

1993

Language:

english

File:

PDF, 11.15 MB

english, 1993

27

Ion intensity and image resolution in secondary ion mass spectrometry

Kargacin, Margaret E., Kowalski, Bruce R.

Journal:

Analytical Chemistry

Year:

1986

Language:

english

File:

PDF, 2.98 MB

english, 1986

28

Additive Background Correction in Multivariate Instrument Standardization

Wang, Ziyi., Dean, Thomas., Kowalski, Bruce R.

Journal:

Analytical Chemistry

Year:

1995

Language:

english

File:

PDF, 621 KB

english, 1995

29

The regulation of glucose metabolism: implications and considerations for the assessment of glucose homeostasis in rodents

Kowalski, G. M., Bruce, C. R.

Journal:

AJP Endocrinology and Metabolism

Year:

2014

Language:

english

File:

PDF, 578 KB

english, 2014

30

Hybrid approach for free energy calculations with high-level methods: Application to the S[sub N]2 reaction of CHCl[sub 3] and OH[sup −] in water

Valiev, Marat, Garrett, Bruce C., Tsai, Ming-Kang, Kowalski, Karol, Kathmann, Shawn M., Schenter, Gregory K., Dupuis, Michel

Journal:

The Journal of Chemical Physics

Year:

2007

Language:

english

File:

PDF, 403 KB

english, 2007

31

Improved electrical power production of thermally regenerative batteries using a poly(phenylene oxide) based anion exchange membrane

Rahimi, Mohammad, Zhu, Liang, Kowalski, Kelly L., Zhu, Xiuping, Gorski, Christopher A., Hickner, Michael A., Logan, Bruce E.

Journal:

Journal of Power Sources

Year:

2017

Language:

english

File:

PDF, 1.57 MB

english, 2017

32

Rank determination and analysis of non-linear processes by global linearizing transformation

Márcia M. C. Ferreira, Wilson C. Ferreira Jr., Bruce R. Kowalski

Journal:

Journal of Chemometrics

Year:

1996

Language:

english

File:

PDF, 1.09 MB

english, 1996

33

Local centering in multivariate calibration

Avraham Lorber, Klaas Faber, Bruce R. Kowalski

Journal:

Journal of Chemometrics

Year:

1996

Language:

english

File:

PDF, 387 KB

english, 1996

34

Modification of Malinowski's F-test for abstract factor analysis applied to the Quail Roost II data sets

Klaas Faber, Bruce R. Kowalski

Journal:

Journal of Chemometrics

Year:

1997

Language:

english

File:

PDF, 836 KB

english, 1997

35

Generalized rank annihilation method: standard errors in the estimated eigenvalues if the instrumental errors are heteroscedastic and correlated

Klaas Faber, Avraham Lorber, Bruce R. Kowalski

Journal:

Journal of Chemometrics

Year:

1997

Language:

english

File:

PDF, 195 KB

english, 1997

36

Second-order chemometric standardization for high-speed hyphenated gas chromatography: Analysis of GC/MS and comprehensive GC×GC data

Bryan J. Prazen, Carsten A. Bruckner, Robert E. Synovec, Bruce R. Kowalski

Journal:

Journal of Microcolumn Separations

Year:

1999

Language:

english

File:

PDF, 213 KB

english, 1999

37

A theoretical foundation for the PLS algorithm

Avraham Lorber, Lawrence E. Wangen, Bruce R. Kowalski

Journal:

Journal of Chemometrics

Year:

1987

Language:

english

File:

PDF, 831 KB

english, 1987

38

Editorial

Bruce Kowalski, Steven Brown, Bernard Vandeginste

Journal:

Journal of Chemometrics

Year:

1987

Language:

english

File:

PDF, 132 KB

english, 1987

39

The effect of interferences and calbiration design on accuracy: Implications for sensor and sample selection

Avraham Lorber, Bruce R. Kowalski

Journal:

Journal of Chemometrics

Year:

1988

Language:

english

File:

PDF, 824 KB

english, 1988

40

Estimation of prediction error for multivariate calibration

Avraham Lorber, Bruce R. Kowalski

Journal:

Journal of Chemometrics

Year:

1988

Language:

english

File:

PDF, 1.08 MB

english, 1988

41

Tensorial calibration: II. Second-order calibration

Eugenio Sanchez, Bruce R. Kowalski

Journal:

Journal of Chemometrics

Year:

1988

Language:

english

File:

PDF, 901 KB

english, 1988

42

Tensorial calibration: I. First-order calibration

Eugenio Sanchez, Bruce R. Kowalski

Journal:

Journal of Chemometrics

Year:

1988

Language:

english

File:

PDF, 1.05 MB

english, 1988

43

An improved algorithm for the generalized rank annihilation method

Bruce E. Wilson, Eugenio Sanchez, Bruce R. Kowalski

Journal:

Journal of Chemometrics

Year:

1989

Language:

english

File:

PDF, 377 KB

english, 1989

44

Editorial

Steven D. Brown, Bruce R. Kowalski, Bernard Vandeginste

Journal:

Journal of Chemometrics

Year:

1989

Language:

english

File:

PDF, 47 KB

english, 1989

45

Tensorial resolution: A direct trilinear decomposition

Eugenio Sanchez, Bruce R. Kowalski

Journal:

Journal of Chemometrics

Year:

1990

Language:

english

File:

PDF, 983 KB

english, 1990

46

The Laboratory for Chemometrics, University of Washington, Seattle

Leader Bruce Kowalski

Journal:

Journal of Chemometrics

Year:

1991

Language:

english

File:

PDF, 243 KB

english, 1991

47

A test of three fitting criteria for multiresponse non-linear modeling

Randy J. Pell, Bruce R. Kowalski

Journal:

Journal of Chemometrics

Year:

1991

Language:

english

File:

PDF, 870 KB

english, 1991

48

MARS: A tutorial

Sonja Sekulic, Bruce R. Kowalski

Journal:

Journal of Chemometrics

Year:

1992

Language:

english

File:

PDF, 1.03 MB

english, 1992

49

Advances in second-order calibration

Yongdong Wang, Odd S. Borgen, Bruce R. Kowalski, Ming Gu, Frantisek Turecek

Journal:

Journal of Chemometrics

Year:

1993

Language:

english

File:

PDF, 784 KB

english, 1993

50

Comments on the residual bilinearization method

Yongdong Wang, Odd S. Borgen, Bruce R. Kowalski

Journal:

Journal of Chemometrics

Year:

1993

Language:

english

File:

PDF, 419 KB

english, 1993

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