Skip to main content

Research and Applications of Quantification Methods in East Asian Countries

  • Conference paper
New Approaches in Classification and Data Analysis

Summary

Quantification methods were established by Chikio Hayashi and his colleagues in 1950’s and have been widely used in Japan as tools for analyzing qualitative data. Applications in Japan and Korea are briefly reviewed, and some technical problems are discussed in detail concerning Quantification I and II.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • BRADLEY, R. A., KATTI, S. K. and COONS, I. J. (1962): Optimal scaling for ordered categories, Psychometrika, 27, 355–74.

    Article  Google Scholar 

  • BENZÉCRI, J. P. (1992): Correspondence Analysis Handbook, Marcel Dekker.

    Google Scholar 

  • FISHER, R. A. (1940): The precision of discriminant functions, Ann. Eugen. Lond., 10, 422–429.

    Article  Google Scholar 

  • HAGA, T. (1984): Generation of dummy variable and variable selection in quantification theory I and II, J. Jpn. Soc. Quality Control, 14, 40–44.

    Google Scholar 

  • HASTIE, T. J. and TIBSHIRANI, R. J. (1990): Generalized Additive Models, Chapman &Hall.

    Google Scholar 

  • HAYASHI, C. (1950): On the quantification of qualitative data from the mathematico-statistical point of view, Ann. Inst. Statist. Math., 2, 35–47.

    Article  Google Scholar 

  • HAYASHI, C. (1952): On the prediction of phenomena from qualitative data and the quantification of qualitative data from the mathematico-statistical point of view, Ann. Inst. Statist. Math., 3, 69–98.

    Article  Google Scholar 

  • HAYASHI, C. (1988): New developments in multidimensional data analysis, In: Diday, E., Hayashi, C., Jambu, M. and Ohsumi, N. (eds.): Recent Developments in Clustering and Data Analysis. Academic Press, 3–16.

    Google Scholar 

  • HOSMER, D. W. and LEMESHOW, S. (1989): Applied Logistic Regression, Wiley.

    Google Scholar 

  • HUH, M. H. (1992): Quantification Methods I, II, III and IV — A Path to the Multivariate Analysis of Qualitative Data —, Freedom Academy, Seoul.

    Google Scholar 

  • IWATSUBO, S. (1987): Suuryoukahou no Kiso (Foundation of Quantification Methods), Asakura Pub. Co.

    Google Scholar 

  • NISHISATO, S. (1980): Analysis of Categorical Data: Dual Scaling and Its Applications, Univ. Toronto Press, Toronto.

    Google Scholar 

  • RHO, H. J. (1990): Multivariate Analysis — Quantification of Qualitative Data, Seok-Chung Publishing Inc., Seoul.

    Google Scholar 

  • TANAKA, Y. (1979): Some generalized methods of optimal scaling and their asymptotic theories: the case of single response-multiple factors, Rep. Stat. Appl. Res., JUSE, 26, 34–49.

    Google Scholar 

  • TANAKA, Y. and TARUMI, T. (1986): Sensitivity analysis in Hayashi’s second method of quantification, J. Japan Statist. Soc, 16, 44–60.

    Google Scholar 

  • YAMAOKA, K. and TANGO, T. (1990): A quantification theory type II using the jackknife and the bootstrap, Behaviormetika, 1, 1–15.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1994 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Tanaka, Y., Tarumi, T., Huh, MH. (1994). Research and Applications of Quantification Methods in East Asian Countries. In: Diday, E., Lechevallier, Y., Schader, M., Bertrand, P., Burtschy, B. (eds) New Approaches in Classification and Data Analysis. Studies in Classification, Data Analysis, and Knowledge Organization. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-51175-2_6

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-51175-2_6

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-58425-4

  • Online ISBN: 978-3-642-51175-2

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics