Skip to main content

Guttman Algebras and a Model Checking Procedure for Guttman Scales

  • Chapter
  • First Online:

Part of the book series: Outstanding Contributions to Logic ((OCTR,volume 17))

Abstract

We consider Guttman scales both from an algebraic and a statistical point of view. We present a duality between a class of algebras and Guttman scalable response structures, and show that the index of reproducibility is not always a reliable indicator for the Guttman scalability of a data set. Furthermore, we present a model checking procedure, and close with an example.

Dedicated to our friend and esteemed colleague Ewa Orłowska, with gratitude for a long lasting and fruitful cooperation

The ordering of authors is alphabetical and equal authorship is implied.

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

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   119.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD   159.99
Price excludes VAT (USA)
  • Durable hardcover 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

Learn about institutional subscriptions

References

  • Birkhoff, G. (1948). Lattice Theory. Providence: AMS Colloquium Publications, AMS.

    Google Scholar 

  • Bogardus, E. S. (1925). Measuring social distances. Journal of Applied Sociology, 9, 299–308.

    Google Scholar 

  • Demri, S. & Orłowska, E. (2002). Incomplete Information: Structure, Inference, Complexity. Monographs in Theoretical Computer Science. An EATCS series. Berlin: Springer.

    Book  Google Scholar 

  • Doignon, J.-P. & Falmagne, J.-C. (1985). Spaces for the assessment of knowledge. International Journal of Man-Machine Studies, 23(2), 175–196.

    Article  Google Scholar 

  • Ducamp, A. & Falmagne, J.-C. (1969). Composite measurement. Journal of Mathematical Psychology, 6, 359–390.

    Article  Google Scholar 

  • Düntsch, I., Gediga, G., & Orłowska, E. (2001). Relational attribute systems. International Journal of Human Computer Studies, 55(3), 293–309.

    Article  Google Scholar 

  • Düntsch, I. & Orłowska, E. (2008). A discrete duality between the apartness algebras and apartness frames. Journal of Applied Non-classical Logics, 18(2– 3), 209–223.

    Article  Google Scholar 

  • Düntsch, I. & Orłowska, E. (2011). An algebraic approach to preference relations. In H. de Swart (Ed.), Proceedings of Relational and Algebraic Methods in Computer Science – 12th International Conference, RAMICS 2011 (Vol. 6663, pp. 141–147). Lecture Notes in Computer Science. Berlin: Springer.

    Chapter  Google Scholar 

  • Düntsch, I., Orłowska, E., & Wang, H. (2001). Algebras of approximating regions. Fundamenta Informaticae, 46, 71–82.

    Google Scholar 

  • Efron, B. (1981). Nonparametric estimates of standard error: The jackknife, the bootstrap and other methods. Biometrika, 68(3), 589–599.

    Article  Google Scholar 

  • Efron, B. & Tibshirani, R. J. (1993). An Introduction to the Bootstrap. New York: Chapman & Hall.

    Book  Google Scholar 

  • Gediga, G. & Düntsch, I. (2001). Rough approximation quality revisited. Artificial Intelligence, 132(2), 219–234.

    Article  Google Scholar 

  • Gediga, G. & Düntsch, I. (2002). Skill set analysis in knowledge structures. British Journal of Mathematical and Statistical Psychology, 55(2), 361–384.

    Article  Google Scholar 

  • Gothwal, V. K., Wright, T. A., Lamoureux, E. L., & Pesudovs, K. (2009). Guttman scale analysis of the distance vision scale. Investigative Ophthalmology & Visual Science, 50(9), 4496–4501.

    Article  Google Scholar 

  • Guttman, L. (1944). A basis for scaling qualitative data. American Sociological Review, 9, 139–150.

    Article  Google Scholar 

  • Guttman, L. (1950). Measurement and prediction. In S. Stouffer, L. Guttman, E. Suchman, P. Lazarsfeld, S. Star, & J. Clausen (Eds.), Measurement and Prediction (pp. 60–90). Princeton: Princeton University Press.

    Google Scholar 

  • Lazarsfeld, P. F. (1968). Latent Structure Analysis. Boston: Houghton Mifflin.

    Google Scholar 

  • Orłowska, E., Radzikowska, A. M., & Rewitzky, I. (2015). Dualities for Structures of Applied Logics. Studies in Logic, Mathematical Logic and Foundations. London: College Publications.

    Google Scholar 

  • Orłowska, E. & Rewitzky, I. (2008). Context algebras, context frames and their discrete duality. In J. Peters, A. Skowron, & H. Rybiński (Eds.), Transactions on Rough Sets IX (Vol. 5390, pp. 212–229). Lecture Notes in Computer Science. Berlin: Springer.

    Chapter  Google Scholar 

  • Rasch, G. (1961). On general laws and the meaning of measurement in psychology. In J. Neyman (Ed.), Proceedings of the 4th Berkeley Symposium on Mathematical Statistics and Probability (Vol. 4, pp. 321–333).

    Google Scholar 

  • Schooler, C. (1968). A note of extreme caution on the use of Guttman scales. American Journal of Sociology, 74(3), 296–301.

    Article  Google Scholar 

  • Wille, R. (1982). Restructuring lattice theory: An approach based on hierarchies of concepts. In I. Rival (Ed.), Ordered Sets (pp. 445–470). NATO Advanced Studies Institute. Dordrecht: Reidel.

    Chapter  Google Scholar 

  • Wright, B. D. (1977). Solving measurement problems with the Rasch model. Journal of Educational Measurement, 14(2), 97–116.

    Article  Google Scholar 

Download references

Acknowledgements

We should like to express our gratitude to the anonymous referees for careful reading and useful suggestions.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ivo Düntsch .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer Nature Switzerland AG

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Düntsch, I., Gediga, G. (2018). Guttman Algebras and a Model Checking Procedure for Guttman Scales. In: Golińska-Pilarek, J., Zawidzki, M. (eds) Ewa Orłowska on Relational Methods in Logic and Computer Science. Outstanding Contributions to Logic, vol 17. Springer, Cham. https://doi.org/10.1007/978-3-319-97879-6_14

Download citation

Publish with us

Policies and ethics