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Books on the topic 'Principal component analysis'

Author: Grafiati

Published: 4 June 2021

Last updated: 25 July 2025

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1

Jolliffe, I. T. Principal component analysis. 2nd ed. Springer, 2010.

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2

Jolliffe, I. T. Principal Component Analysis. Springer New York, 1986. http://dx.doi.org/10.1007/978-1-4757-1904-8.

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3

Hyvarinen, Aapo. Independent component analysis. J. Wiley, 2001.

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4

Juha, Karhunen, and Oja Erkki, eds. Independent component analysis. J. Wiley, 2001.

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5

Vidal, René, Yi Ma, and S. S. Sastry. Generalized Principal Component Analysis. Springer New York, 2016. http://dx.doi.org/10.1007/978-0-387-87811-9.

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6

Naik, Ganesh R., ed. Advances in Principal Component Analysis. Springer Singapore, 2018. http://dx.doi.org/10.1007/978-981-10-6704-4.

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7

Sanguansat, Parinya. Principal component analysis - multidisciplinary applications. InTech, 2012.

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8

Kong, Xiangyu, Changhua Hu, and Zhansheng Duan. Principal Component Analysis Networks and Algorithms. Springer Singapore, 2017. http://dx.doi.org/10.1007/978-981-10-2915-8.

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9

Mori, Yuichi, Masahiro Kuroda, and Naomichi Makino. Nonlinear Principal Component Analysis and Its Applications. Springer Singapore, 2016. http://dx.doi.org/10.1007/978-981-10-0159-8.

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10

D, Mobley Curtis, ed. Principal component analysis in meteorology and oceanography. Elsevier, 1988.

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11

Tanaka-Yamawaki, Mieko, and Yumihiko Ikura. Principal Component Analysis and Randomness Test for Big Data Analysis. Springer Nature Singapore, 2023. http://dx.doi.org/10.1007/978-981-19-3967-9.

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12

Binongo, José Nilo G. Stylometry and its implementation by principal component analysis. The Author], 2000.

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13

Niesing, Jan. Simultaneous component and factor analysis methods for two or more groups: A comparative study. DSWO Press, Leiden University, 1997.

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14

Rijckevorsel, Jan L. A. van. and Leeuw Jan de, eds. Component and correspondence analysis: Dimension reductionby functional approximation. Wiley, 1988.

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15

Rijckevorsel, Jan L. A. van. and Leeuw Jan de, eds. Component and correspondence analysis: Dimension reduction by functional approximation. Wiley, 1988.

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16

Archibald, T. W. Application of principal component analysis to an aggregate stochastic dynamic programming model of multiple reservoir systems. University of Edinburgh, Management School, 1995.

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17

Checchi, Daniele. Economic interdependence and structural change: Some results from principal component analysis. Dept. of Economics and Government, Newcastle upon Tyne Polytechnic, 1989.

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18

Eder, B. K. The spatial and temporal analysis of non-urban ozone concentrations over the eastern United States using rotated principal component analysis. U.S. Environmental Protection Agency, 1992.

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19

Eder, B. K. The spatial and temporal analysis of non-urban ozone concentrations over the eastern United States using rotated principal component analysis. U.S. Environmental Protection Agency, 1992.

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20

Zhang, Wenfei. Regression based principal component analysis for sparse functional data with applications to screening pubertal growth paths. [publisher not identified], 2012.

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21

Akiode, Mofoluke. Factor Analysis Using the Principal Component (PCA) Method in SPSS With Data From CGAP Smallholder Household Survey (2016). SAGE Publications Ltd, 2025. https://doi.org/10.4135/9781036216504.

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22

Dunteman, George H. Principal components analysis. Sage Publications, 1989.

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23

Dunteman, George H. Principal components analysis. Sage Publications, 1989.

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24

Flury, Bernhard. Commonprincipal components and related multivariate models. Wiley, 1988.

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25

Jackson, J. Edward. A user's guide to principal components. Wiley, 1991.

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26

Flury, Bernhard. Common principal components and related multivariate models. Wiley, 1988.

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27

Dunteman, George. Principal Components Analysis. SAGE Publications, Inc., 1989. http://dx.doi.org/10.4135/9781412985475.

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28

Kiers, Henk A. L. Three-way methods for the analysis of qualitative and quantitative two-way data. DSWO Press, University of Leiden, 1989.

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29

Pla, Laura E. Análisis multivariado: Método de componentes principales. Secretaría General de la Organización de los Estados Americanos, Programa Regional de Desarrollo Científico y Tecnológico, 1986.

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30

LeBlanc, Michael R. Adaptive principal surfaces. University of Toronto, Dept. of Statistics, 1991.

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31

J, Dunn W., Scott D. R. 1934-, and United States. Environmental Protection Agency., eds. Principal components analysis and partial least squares regression. U.S. Environmental Protection Agency, 1992.

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32

Wightman, Frederic. Psychophysical evaluation of three-dimensional auditory displays: Semiannual progress report. National Aeronautics and Space Administration, 1991.

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33

DeLombard, Richard. Comparison tools for assessing the microgravity environment of orbital missions, carriers and conditions. National Aeronautics and Space Administration, Glenn Research Center, 1999.

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34

Röhr, Michael. Statistische Strukturanalysen. G. Fischer, 1993.

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35

universitet, Uppsala, ed. Interactive explorative analysis of multivariate images using principal components. Univ., 1994.

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36

Sinclair-Desgagne, Bernard. The first-order approach to multi-task principal-agent problems. INSEAD, 1991.

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37

Pentecost, Eric. A principal components analysis of financial integration within the European Community. Department of Economics, Loughborough University of Technology, 1991.

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38

Klink, Katherine. Space-time analysis of the surface wind field using vector-based principal components analysis. C.W. Thornthwaite Associates, Laboratory of climatology, 1986.

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39

Klink, Katherine. Space-time analysis of the surface wind field using vector-based principal components analysis. C.W. Thornthwaite Associates, Laboratory of Climatology, 1986.

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40

Armando García de León Loza. Generalidades del análisis de cúmulos y del análisis de componentes principales. Instituto de Geografía, Universidad Nacional Autónoma de México, 1988.

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41

Sanguansat, Parinya, ed. Principal Component Analysis. InTech, 2012. http://dx.doi.org/10.5772/2340.

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42

Principal Component Analysis. University of Illinois, 2016. http://dx.doi.org/10.4135/9781529773163.

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43

Principal Component Analysis. Springer-Verlag, 2002. http://dx.doi.org/10.1007/b98835.

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44

Principal Component Analysis. Springer London, Limited, 2006.

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45

Principal component analysis. Springer-Verlag, 1986.

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46

Principal component analysis. 2nd ed. Springer, 2002.

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47

Principal Component Analysis. Springer London, Limited, 2013.

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48

Principal Component Analysis. IntechOpen, 2012.

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49

Sastry, Shankar, Yi Ma, and René Vidal. Generalized Principal Component Analysis. Springer, 2018.

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50

Sastry, Shankar, Yi Ma, and René Vidal. Generalized Principal Component Analysis. Springer, 2016.

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