Abstract
The GUHA procedures are procedures of exploratory data analysis joined by a philosophy of direct interpretability of results and exhaustive search in a defined set of possible statements about data. The appropriate mathematical theory uses means of computer science and mathematical logic. Computer implemented GUHA procedures work mainly with categorical data, but this restriction is not theoretically substantial. In the present paper the philosophy of GUHA procedures is illustrated by a particular GUHA procedure COLLAPS for identifying sources of dependence in two-way frequency tables. Some statistical aspects of this procedure are discussed.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
BISHOP, Y. M., FIENBERG, S. E., HOLLAND, P.W., 1975: Discrete Multivariate Analysis: Theory and Practice. MIT Press, Cambridge, Ma.
BOARDMAN, T. J., 1977: Graphical Contributions to the χ2 Statistic for two-way Contingency Tables. Commun. Statist.-Theor. Meth. A6(15), 1437-1451.
BROWN, M. B., 1977: Identification of Sources of Significance in Two-way Contingency Tables. Applied Statistics 23, 405-413.
DIXON, W. J., BROWN, M. B., 1977: BMDP-77 Biomedical Computer Programs. University of California Press, Los Angeles.
GABRIEL, K.R., 1966: Simultaneous Test Procedures for Multiple Comparisons on Categorical Data. J. Amer. Statist. Assoc. 61, 1081-1096.
GABRIEL, K.R., 1969: Simultaneous Test Procedures-Some Theory of Multiple Comparisons. Ann. Math. Statist. 40, 224-250.
HABERMAN, S. J., 1974: The Analysis of Frequency Data. University of Chicago Press, Chicago.
HÁJEK, P., 1973,1974: Automatic Listing of Important Observational Statements I-III. Kybernetika (Prague) 9,10, 187-205, 251-271, 95-124.
HÁJEK, P., HAVEL, I., CHYTIL, M., 1966: The GUHA Method of Automatic Hypotheses Determination. Computing 1, 293-308.
HÁJEK, P., HAVRÁNEK, T., 1978a: Mechanising Hypothesis Formation-Mathematical Foundations for a General Theory. Springer-Verlag, Berlin-Heidelberg-New York.
HÁJEK, P., HAVRANEK, T., 1978b: The GUHA Method-its Aims and Techniques. Int. J. Man-Machine Studies 10, 3-22.
HÁJEK, P., HAVRANEK, T., CHYTIL, M., 1980: Metoda GUHA automatického formování hypotéz. Academia, Praha (in print).
HAVRÁNEK, T., 1978a: Enumeration Calculi and Rank Methods. Int. J. Man-Machine Studies 10, 59-66.
HAVRÁNEK, T., 1978b: Some Aspects of Automatic Systems of Statistical Inference. Transactions of the European Meeting of Statisticians 1974. Academia, Prague, vol.A, 221-229.
HAVRÁNEK, T., 1979: Approximate Distribution of the Maximum of 2 X 2 χ2 Statistics Derived from an R X C Contingency Table. The Second Prague Symposium on Asymptotic Statistics. Czech. Soc. Math. Phys., Prague, 211-212.
HAVRÁNEK, T., POKORNÝ, D., 1978: GUHA-Style Processing of Mixed Data. Int. J. Man-Machine Studies 10, 47-58.
HAVRÁNEK, T., VOSÁHLO, J., 1978: A GUHA Procedure with Correlational Quantifiers. Int. J. Man-Machine Studies 10, 67-74.
HOLM, S., 1979: A Simple Sequentially Rejective Multiple Test Procedure. Scandnavian J. Statist. 6, 65-70.
LEHMACHER, W., 1980: Die Konfigurationsfrequenzanalyse qualitativer Daten als explorative Methode, (in this volume)
POKORNÝ, D., 1978: The GUHA Method and Desk Calculators. Int. J. Man-Machine Studies 10, 75-86.
POKORNY, D., HAVRÁNEK, T., 1978: On some Procedures for Identifying Sources of Dependence in Contingency Tables. COMPSTAT 1978, Physica-Verlag, Wien, 221-227.
SNEE, R. D., 1974: Graphical Display of Two-way Contingency Tables. Amer. Statistician 28, 9-12.
SUGUIRA, N., OTAKE, M., 1973: Approximate Distribution of the Maximum of C-1 χ2 Statistics (2 X 2) Derived from an 2 X C Contingency Table. Comunn. Statist. 1, 9-16.
WERMUTH, N., WEHNER, T., GÖNNER, H., 1976: Finding Condensed Descriptions for Multidimensional Data. Computer Programs in Biomedine 6, 23-28.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 1980 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Havránek, T. (1980). Some Comments on the GUHA Procedures. In: Victor, N., Lehmacher, W., van Eimeren, W. (eds) Explorative Datenanalyse. Medizinische Informatik und Statistik, vol 26. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-81515-7_12
Download citation
DOI: https://doi.org/10.1007/978-3-642-81515-7_12
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-10281-6
Online ISBN: 978-3-642-81515-7
eBook Packages: Springer Book Archive