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Books on the topic 'Panel data analysis and Exploratory Data analysis'

Author: Grafiati

Published: 6 June 2025

Last updated: 25 June 2025

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1

Raj, Baldev, and Badi H. Baltagi, eds. Panel Data Analysis. Physica-Verlag HD, 1992. http://dx.doi.org/10.1007/978-3-642-50127-2.

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2

du Toit, S. H. C., A. G. W. Steyn, and R. H. Stumpf. Graphical Exploratory Data Analysis. Springer New York, 1986. http://dx.doi.org/10.1007/978-1-4612-4950-4.

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3

S. H. C. Du Toit. Graphical exploratory data analysis. Springer-Verlag, 1986.

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4

Wu, Shaowen. Nonstationary panel data analysis. UMI, 1999.

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5

Jambu, M. Exploratory and multivariate data analysis. Academic Press, 1991.

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6

R, Martinez Angel, and Solka Jeffrey L. 1955-, eds. Exploratory data analysis with MATLAB. 2nd ed. CRC Press, 2011.

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7

R, Martinez Angel, ed. Exploratory data analysis with MATLAB. Chapman & Hall/CRC, 2005.

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8

Baltagi, Badi H. Econometric Analysis of Panel Data. Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-53953-5.

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9

Agung, I. Gusti Ngurah, ed. Panel Data Analysis Using EViews. John Wiley & Sons, Ltd, 2014. http://dx.doi.org/10.1002/9781118715543.

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10

Finkel, Steven. Causal Analysis with Panel Data. SAGE Publications, Inc., 1995. http://dx.doi.org/10.4135/9781412983594.

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11

Baltagi, Badi H. Econometric Analysis of Panel Data. John Wiley & Sons, Ltd., 2005.

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12

Frieden, B. Roy, and Robert A. Gatenby, eds. Exploratory Data Analysis Using Fisher Information. Springer London, 2007. http://dx.doi.org/10.1007/978-1-84628-777-0.

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13

Schwaiger, Manfred, and Otto Opitz, eds. Exploratory Data Analysis in Empirical Research. Springer Berlin Heidelberg, 2003. http://dx.doi.org/10.1007/978-3-642-55721-7.

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14

Sibley, David. Spatial applications of exploratory data analysis. Geo Books, 1988.

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15

Haig, Brian D. Exploratory Data Analysis. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780190222055.003.0002.

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Abstract:

Chapter 2 is concerned with modern data analysis. It focuses primarily on the nature, role, and importance of exploratory data analysis, although it gives some attention to computer-intensive resampling methods. Exploratory data analysis is a process in which data are examined to reveal potential patterns of interest. However, the use of traditional confirmatory methods in data analysis remains the dominant practice. Different perspectives on data analysis, as they are shaped by four different accounts of scientific method, are provided. A brief discussion of John Tukey’s philosophy of teaching data analysis is presented. The chapter does not consider the more recent exploratory data analytic developments, such as the practice of statistical modeling, the employment of data-mining techniques, and more flexible resampling methods.

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16

Cabrera, Javier, Dhammika Amaratunga, Stephan Morgenthaler, and Luisa T. Fernholz. Exploratory Data Analysis. Wiley & Sons, Incorporated, John, 2018.

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17

Cabrera, Javier, Dhammika Amaratunga, Stephan Morgenthaler, and Luisa T. Fernholz. Exploratory Data Analysis. Wiley & Sons, Incorporated, John, 2018.

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18

Cabrera, Javier, Dhammika Amaratunga, Stephan Morgenthaler, and Luisa T. Fernholz. Exploratory Data Analysis. Wiley & Sons, Incorporated, John, 2018.

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19

Exploratory Data Analysis. Wiley & Sons, Incorporated, John, 2018.

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20

Panel Data Analysis. Physica, 2012.

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21

Raj, Baldev. Panel Data Analysis. Brand: Physica, 2012.

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22

Raj, Baldev, and Badi H. Baltagi. Panel Data Analysis. Physica-Verlag, 2012.

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23

DuToit, S. H. C., R. H. Stumpf, and A. G. W. Steyn. Graphical Exploratory Data Analysis. Springer New York, 2011.

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24

DuToit, S. H. C., R. H. Stumpf, and A. G. W. Steyn. Graphical Exploratory Data Analysis. Springer London, Limited, 2012.

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25

Birch. Exploratory & Robust Data Analysis. PWS Pub. Co., 1999.

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26

Dutoit, S. H. C., A. G. W. Steyn, and R. H. Stumpf. Graphical Exploratory Data Analysis. Island Press, 1986.

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27

Hsiao, Cheng. Analysis of Panel Data. Cambridge University Press, 2002.

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28

Hsiao, Cheng. Analysis of Panel Data. Cambridge University Press, 2010.

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29

Sarwono, Jonathan. Panel Data Analysis Techniques. Independently Published, 2018.

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30

Chesher, Andrew, Cheng Hsiao, and Matthew Jackson. Analysis of Panel Data. Cambridge University Press, 2004.

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31

Hsiao, Cheng. Analysis of Panel Data. Cambridge University Press, 2003.

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32

Analysis of Panel Data. 2nd ed. Cambridge University Press, 2002.

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33

Hsiao, Cheng. Analysis of Panel Data. University of Cambridge ESOL Examinations, 2022.

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34

Hsiao, Cheng. Analysis of Panel Data. Cambridge University Press, 2014.

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35

Hsiao, Cheng. Analysis of Panel Data. Cambridge University Press, 2003.

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36

Hsiao, Cheng. Analysis of Panel Data. Cambridge University Press, 2014.

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37

Hsiao, Cheng. Analysis of Panel Data. Cambridge University Press, 2014.

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38

Hsiao, Cheng. Analysis of Panel Data. University of Cambridge ESOL Examinations, 2022.

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39

Analysis of Panel Data. Cambridge University Press, 2022.

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40

Analysis of Panel Data. Cambridge University Press, 2014.

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41

Analysis of panel data. Cambridge University Press, 1986.

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42

Martinez, Wendy L., and Angel R. Martinez. Exploratory Data Analysis with MATLAB (Computer Science and Data Analysis). Chapman & Hall/CRC, 2004.

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43

Exploratory Data Analysis: An Introduction to Data Analysis Using SAS. Lulu Press, Inc., 2007.

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44

Martinez, Wendy L., Angel R. Martinez, Angel Martinez, and Jeffrey Solka. Exploratory Data Analysis with MATLAB. Taylor & Francis Group, 2004.

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45

Pearson, Ronald K. Exploratory Data Analysis Using R. Taylor & Francis Group, 2018.

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46

Pearson, Ronald K. Exploratory Data Analysis Using R. Taylor & Francis Group, 2018.

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47

Martinez, Wendy L., Angel R. Martinez, Wendy L. Martinez, Jeffrey Solka, and Angel Martinez. Exploratory Data Analysis with MATLAB. Chapman and Hall/CRC, 2004. http://dx.doi.org/10.1201/9780203483374.

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48

Martinez, Wendy L., Angel R. Martinez, Wendy L. Martinez, Jeffrey Solka, and Angel Martinez. Exploratory Data Analysis with MATLAB. CRC Press, 2010. http://dx.doi.org/10.1201/b10434.

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49

Exploratory and Multivariate Data Analysis. Elsevier, 1991. http://dx.doi.org/10.1016/c2009-0-22324-5.

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50

Pearson, Ronald K. Exploratory Data Analysis Using R. Chapman and Hall/CRC, 2018. http://dx.doi.org/10.1201/9781315382111.

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