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Asymptotic distribution of the coefficient of cross-association based on a simple Markov-chain model

Published online by Cambridge University Press:  14 July 2016

Jan Vrbik*
Affiliation:
Brock University
*
Postal address: Department of Mathematics, Brock University, St. Catharines, Ontario, Canada L2S 3A1.

Abstract

The asymptotic distribution of the ‘coefficient of cross-association' between two sequences of nominal data is investigated, under the assumption that the sequences have been generated by means of a specific (n − 1)-parameter Markov-chain model, frequently used by geologists. A practical approximate formula for calculating the standard deviation of this distribution is presented, and the region of its applicability examined.

Type
Short Communications
Copyright
Copyright © Applied Probability Trust 1985 

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References

[1] Ahlfors, L. V. (1966) Complex Analysis , 2nd edn. McGraw-Hill, New York.Google Scholar
[2] Chung, K. L. (1974) A Course in Probability Theory , 2nd edn. Academic Press, New York.Google Scholar
[3] Davis, J. C. (1973) Statistics and Data Analysis in Geology. With FORTRAN Programs by Sampson, R. J. Wiley, New York.Google Scholar
[4] Dean, R. A. (1966) Elements of Abstract Algebra. Wiley, New York.Google Scholar
[5] Doob, J. L. (1953) Stochastic Processes. Wiley, New York.Google Scholar
[6] Kemeny, J. G. and Snell, J. L. (1960) Finite Markov Chains. Van Nostrand, Princeton, NJ.Google Scholar
[7] Lancaster, P. (1969) Theory of Matrices. Academic Press, New York.Google Scholar
[8] Nosal, M. and Vrbik, J. (1982) Stratigraphic analysis and the asymptotic distribution of the coefficient of cross-association. Math. Geol. 14, 1136.Google Scholar
[9] Vrbik, J. (1977) Matching of Simple Markov Chains. Ph.D. Thesis, University of Calgary.Google Scholar