A TEST OF INDEPENDENCE BASED ON THE $(r,s)$-DIRECTED DIVERGENCE
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Abstract
$(r,s)$-Directed divergence statistics quantifies the divergence between a joint probability measure and the product of its marginal prob abilities on the basis of contingency tables. Asymptotic properties of these statistics are investigated either considering random sampling or stratified random sampling with proportional allocation and indepen dence among strata. To finish some tests of hypotheses of independence are presented.
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References
P. J. Bickel, and K. A. Doksum, Mathematical Statistics Holden-Day, Inc. Oakland California, (1977).
M. A. Gil, "A note on stratification and gain in precision in estimating diversity from large samples", Commun. Statist. ( Theory and Methods) 18(4), (1989), 1521-1526.
S. Kotz, N. M. Johnson, and D. W. Boid, "Series representation of distributions of quadratic forms in normal variables", I. Central Case, AMS 823-837, (1967).
S. Kullback, and A. Leibler, "On the Information and Sufficiency", Ann. Math. Statist., 27, (1951), 986-1005.
K. V. Mardia,·J. T. Kent, and J. M. Bibby, "Multivariate analysis", Academic Press, (1979).
M. L. Menendez, D. Morales, L. Pardo, and M. Salicru, "Some Applications of (r,s) Directed divergences", To appear in Utilitos Mathematica.
D. Morales, L. Pardo, "Statistical Application of Hypoentropy Measure to Populations Diversity Analisis", To appear in Trabajos de Estadistica, (1991).
T. K. Nayak, "Applications of entropy functions m measurement and analysis of diversity", Ph. D. thesis. Un. Pittsburgh. Ed. Un. Microfilm International, (1983).
T. K. Nayak, "On Diversity Measures based on Entropy Functions", Commun. Statis. Theory and Methods, 14, 1, (1985), 203-215.
L. Pardo, and D. Morales, "An Index of Diversity in Stratified Random Sampling based on the Hypoentropy Measure", Qiiestiio, 14, 1,2,3,(1991), 11-25.
L. Pardo, J. A. Pardo, M. L. Menendez, "Unified (r,s)-Entropy as an index of Diversity",To appear in Journol of the FranKlin Institute
C. R. Rao, "Linear Statistical Inference and its Applications", John Wiley, New York, (1973).
A. Renyi, "On Measures of Entropy and Information". Procd. 4th Berkeley Symp. Math. Statist. and Prob., 1, (1961), 547-561.
M. Salicru, "Asymptotic properties of (r s)-Directed divergence m a Stratified Sampling", (Communicated), (1991).
R. J. Serfling, "Approximation theorems of Mathematical statistics", Wiley, New York, (1980).
C. Shannon, "A mathematical Theory of Comumcations", Bell. System. Tech. J. 27, (1948), 379-423.
B. D. Sharma and D. P. Mittal, "New Nonadditive Measures of Entropy for Discrete Probability Distributions", J. Math. Sci., 10, (1975), 28-40.
K. Zografos, K. Ferentinos, and T. Papaioannou, "1.p-Divergence Statistics: Sampling Properties and Multinomial Goodness of fit and Divergence Tests", Commun. Statist. (Theory Meth.), 19(5), (1990), 1785-1802.