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1

Divall, Colin, Sean F. Johnston, and James F. Donnelly. Scaling Up. Dordrecht: Springer Netherlands, 2000. http://dx.doi.org/10.1007/978-94-015-9432-5.

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2

Storch, David, Pablo Marquet, and James Brown, eds. Scaling Biodiversity. Cambridge: Cambridge University Press, 2007. http://dx.doi.org/10.1017/cbo9780511814938.

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3

Bažant, Zdeněk P., and Yapa D. S. Rajapakse, eds. Fracture Scaling. Dordrecht: Springer Netherlands, 1999. http://dx.doi.org/10.1007/978-94-011-4659-3.

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4

Hornberger, Kusisami. Scaling Impact. Cham: Springer International Publishing, 2023. http://dx.doi.org/10.1007/978-3-031-22614-4.

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5

Weller, Susan, and A. Romney. Metric Scaling. 2455 Teller Road, Newbury Park California 91320 United States of America: SAGE Publications, Inc., 1990. http://dx.doi.org/10.4135/9781412985048.

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6

A, Cox Michael A., ed. Multidimensional scaling. 2nd ed. Boca Raton: Chapman & Hall/CRC, 2001.

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7

David, Storch, Marquet P. A. 1963-, and Brown, James H., 1942 Sept. 25-, eds. Scaling biodiversity. Cambridge: Cambridge University Press, 2007.

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8

Davison, Mark L. Multidimensional scaling. Malabar, Fla: Krieger Pub. Co., 1992.

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9

Bažant, Zdeněk P. Fracture Scaling. Dordrecht: Springer Netherlands, 1999.

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10

Peter, Dunn-Rankin, and Dunn-Rankin Peter, eds. Scaling methods. 2nd ed. Mahwah, N.J: L. Erlbaum Associates, 2004.

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11

D'Acci, Luca S. Urban Scaling. London: Routledge, 2024. http://dx.doi.org/10.4324/9781003288312.

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12

Park, Seung Ho, Gerardo R. Ungson, and Andrew Cosgrove. Scaling the Tail. New York: Palgrave Macmillan US, 2015. http://dx.doi.org/10.1057/9781137538598.

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13

Bloom, Paul N., and Edward Skloot, eds. Scaling Social Impact. New York: Palgrave Macmillan US, 2010. http://dx.doi.org/10.1057/9780230113565.

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14

Borg, Ingwer, Patrick J. F. Groenen, and Patrick Mair. Applied Multidimensional Scaling. Berlin, Heidelberg: Springer Berlin Heidelberg, 2013. http://dx.doi.org/10.1007/978-3-642-31848-1.

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15

Cohan, Peter S. Scaling Your Startup. Berkeley, CA: Apress, 2019. http://dx.doi.org/10.1007/978-1-4842-4312-1.

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16

Looi, Chee-Kit, and Laik Woon Teh, eds. Scaling Educational Innovations. Singapore: Springer Singapore, 2015. http://dx.doi.org/10.1007/978-981-287-537-2.

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17

Borg, Ingwer, and Patrick Groenen. Modern Multidimensional Scaling. New York, NY: Springer New York, 1997. http://dx.doi.org/10.1007/978-1-4757-2711-1.

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18

Maicher, Lutz, and Lars Marius Garshol, eds. Scaling Topic Maps. Berlin, Heidelberg: Springer Berlin Heidelberg, 2008. http://dx.doi.org/10.1007/978-3-540-70874-2.

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19

Brown, James H., 1942 Sept. 25-, West Geoffrey B, and Santa Fe Institute (Santa Fe, N.M.), eds. Scaling in biology. Oxford: Oxford University Press, 2000.

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20

E, Braun, and United States. National Bureau of Standards., eds. Fire toxicity scaling. Gaithersburg, MD: U.S. Dept. of Commerce, National Bureau of Standards, 1987.

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21

Moulton, Janice. Scaling the dragon. Notre Dame, Ind., U.S.A: Cross Cultural Publications, 1994.

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22

L, Cardy John, ed. Finite-size scaling. Amsterdam: North-Holland, 1988.

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23

Kanumuri, Sasi, and Matthew Zeier. Scaling Cloud FinOps. Berkeley, CA: Apress, 2024. http://dx.doi.org/10.1007/979-8-8688-0388-8.

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24

Madhwacharyula, Chitra, and Shreesha Ramdas. Scaling Customer Success. Berkeley, CA: Apress, 2023. http://dx.doi.org/10.1007/978-1-4842-9192-4.

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25

Marchione, Thomas J. Scaling Up Scaling Down. Routledge, 2013. http://dx.doi.org/10.4324/9781315078526.

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26

Gary, M. Maranell, ed. Scaling. Routledge, 2017. http://dx.doi.org/10.4324/9781315128948.

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27

Thurner, Stefan, Rudolf Hanel, and Peter Klimekl. Scaling. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780198821939.003.0003.

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Scaling appears practically everywhere in science; it basically quantifies how the properties or shapes of an object change with the scale of the object. Scaling laws are always associated with power laws. The scaling object can be a function, a structure, a physical law, or a distribution function that describes the statistics of a system or a temporal process. We focus on scaling laws that appear in the statistical description of stochastic complex systems, where scaling appears in the distribution functions of observable quantities of dynamical systems or processes. The distribution functions exhibit power laws, approximate power laws, or fat-tailed distributions. Understanding their origin and how power law exponents can be related to the particular nature of a system, is one of the aims of the book.We comment on fitting power laws.
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28

Barenblatt, Grigory Isaakovich. Scaling. Cambridge University Press, 2012.

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29

Maranell, Gary. Scaling. Taylor & Francis Group, 2018.

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30

Scaling. Cambridge: Cambridge University Press, 2003.

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31

Brown, James, David Storch, and Pablo Marquet. Scaling Biodiversity. Cambridge University Press, 2012.

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32

McLean, Robert, and John Gargani. Scaling Impact. Routledge, 2019. http://dx.doi.org/10.4324/9780429468025.

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33

Multidimensional Scaling. United States: University of Illinois, 2016. http://dx.doi.org/10.4135/9781529773170.

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34

Streiner, David L., Geoffrey R. Norman, and John Cairney. Scaling responses. Oxford University Press, 2015. http://dx.doi.org/10.1093/med/9780199685219.003.0004.

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This chapter presents various ways of presenting the response options to the respondent. It begins by discussing why dichotomous responses (e.g. yes/no, true/false) are often inadequate. Different alternatives are discussed, including direct estimation methods (e.g. visual analogue scales, adjectival scales, Likert scales), comparative methods (e.g. paired comparisons, Guttman scaling), and econometric methods. It reviews some of the issues that need to be considered in writing the response options, such as whether one should use a unipolar or bipolar scale, how many steps there should be, and whether all the response options need to be labelled. It also covers what statistical tests can legitimately be used with scales. Finally, it compares ratings with rankings, and introduces the method of multidimensional scaling.
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35

Ding, Cody S. Multidimensional Scaling. Oxford University Press, 2013. http://dx.doi.org/10.1093/oxfordhb/9780199934898.013.0012.

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36

Dunn-Rankin, Peter, Gerald A. Knezek, Susan Wallace, and Shuqiang Zhang. Scaling Methods. 2nd ed. Psychology Press, 2014. http://dx.doi.org/10.1201/9781410611048.

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37

Dunn-Rankin, Peter, Gerald A. Knezek, Susan R. Wallace, and Shuqiang Zhang. Scaling Methods. Psychology Press, 2014. http://dx.doi.org/10.4324/9781410611048.

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38

Knezek, Gerald A., Peter Dunn-Rankin, Susan R. Wallace, and Shuqiang Zhang. Scaling Methods. 2nd ed. Lawrence Erlbaum, 2004.

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39

Holt, Bradley. Scaling CouchDB. O'Reilly Media, Incorporated, 2011.

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40

Hamer, Robert M. Multidimensional Scaling. Psychology Press, 2013. http://dx.doi.org/10.4324/9780203767719.

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41

Scaling Up. Washington, D.C.: National Academies Press, 1989. http://dx.doi.org/10.17226/1467.

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42

Knezek, Gerald A., Peter Dunn-Rankin, Susan R. Wallace, and Shuqiang Zhang. Scaling Methods. Taylor & Francis Group, 2014.

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43

Scaling Infrastructure. Princeton Architectural Press, 2016.

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44

Bier, Rob. Smooth Scaling. Wonderwell, 2024.

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45

Greenberger, Martin H. Scaling Up. Council for Technology & the Individual, 1996.

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46

Knezek, Gerald A., Peter Dunn-Rankin, Susan R. Wallace, and Shuqiang Zhang. Scaling Methods. Taylor & Francis Group, 2016.

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47

(Editor), Zdenek P. Bazant, and Y. Rajapakse (Editor), eds. Fracture Scaling. Springer, 1999.

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48

Knezek, Gerald A., Peter Dunn-Rankin, Susan R. Wallace, and Shuqiang Zhang. Scaling Methods. Taylor & Francis Group, 2014.

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49

Cox, Trevor F., and Michael A. A. Cox. Multidimensional Scaling. Chapman & Hall, 1994.

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50

Chodorow, Kristina. Scaling MongoDB. O'Reilly Media, Incorporated, 2011.

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