Abstract
This paper investigates one-sided hypotheses testing forp [1], the largest cell probability of multinomial distribution. A small sample test of Ethier (1982) is extended to the general cases. Based on an estimator ofp [1], a kind of large sample tests is proposed. The asymptotic power of the above tests under local alternatives is derived. An example is presented at the end of this paper.
Similar content being viewed by others
References
Dykstra, R. L., Lang, J. B., Myongsik, O., et al., Order restricted inference for hypotheses concerning qualitative dispersion, J. Statist. Plann. Inference., 2002, 107: 249–265.
Lee, C. L. C., Yan, X., Chi-squared tests for and against uniform stochastic ordering on multinomial parameters, J. Statist. Plann. Inference., 2002, 107: 267–280.
Gelfand, A. E., Glaz, J., Kuo, L., et al., Inference for the maximum cell probability under multinomial sampling, Naval Res. Logist., 1992, 39: 97–114.
Glaz, J., Sison, C. P., Simultaneous confidence intervals for multinomial proportions, J. Statist. Plann. Inference., 1999, 82: 251–262.
Read, T. R. C., Cressie, N., Goodness-of-Fit Statistics for Discrete Multivariate Data, New York: Springer-Verlag, 1988.
Young, D. H., Two alternatives to the standard ?2-test of the hypothesis of equal cell frequencies, Biometrika, 1962, 49: 107–116.
Ethier, S. N., Testing for favorable numbers on a roulette wheel, J. Amer. Statist. Assoc., 1982, 77: 660–665.
Marshall, A. W., Oklin, I., Inequalities: Theory of Majorization and Its Applications, New York: Academic Press, 1979.
Johnson, N. L., Young, D. H., Some applications of two approximations to the multinomial distribution, Biometrika, 1960, 47: 463–469.
Johnson, N. L., Young, D. H., Kotz, S., Discrete Multivariate Distributions, New York: John Wiley & Sons, Inc, 1997.
Mitra, S. K., On the limiting power function of the frequency chi-square test, Ann. Math. Statist., 1958, 29: 1221–1233.
Hardy, G. H., Littlewood, J. E., Polya, G., Inequalities, 2nd ed., Cambridge: Cambridge University Press, 1952.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Shifeng, X., Guoying, L. Testing for the maximum cell probabilities in multinomial distributions. Sci. China Ser. A-Math. 48, 972–985 (2005). https://doi.org/10.1007/BF02879078
Received:
Issue Date:
DOI: https://doi.org/10.1007/BF02879078