Summary
Distribution of sum of 0–1 random variables is considered. No assumption is made on the independence of the 0–1 variables. Using the notion of “central binomial moments” we derive distributional properties and the conditions of convergence to standard distributions in a clear and unified manner.
Similar content being viewed by others
References
Chung, K. L. (1974).A Course in Probability Theory, 2nd ed., Academic Press, New York.
Diaconis, P. and Freedman, D. (1980). Finite exchangeable sequences,Ann. Prob.,8, 745–764.
Feller, W. (1968).An Introduction to Probability Theory and Its Applications,1, 3rd ed., Wiley, New York.
Galambos, J. (1978).The Asymptotic Theory of Extreme Order Statistics, Wiley, New York.
Galambos, J. (1982). The role of exchangeability on the theory of order statistics, inExchangeability in Probability and Statistics, (eds. Koch, G. and Spizzichino), North-Holland, Amsterdam.
Johnson, N. L. and Kotz, S. (1969).Discrete Distributions, Wiley, New York.
Kendall, D. G. (1967). On finite and infinite sequences of exchangeable events,Studia Sci. Math. Hungar.,2, 319–327.
Kendall, M. G. and Stuart, A. (1969). The advanced theory of statistics,1,Distribution Theory, 3rd ed., Griffin, London.
Loeve, M. (1977).Probability Theory I, Springer, New York.
Ord, J. K. (1972).Families of Frequency Distributions Griffin, London.
Shimizu, R. (1976).Central Limit Theorems (in Japanese), Kyoiku Shuppan, Tokyo.
Takacs, L. (1967). On the method of inclusion and exclusion,J. Amer. Statist. Ass.,62, 102–113.
Takemura, A. (1985). On convergence of Gram-Charlier expansion based on discrete distributions, in preparation.
Takeuchi, K. (1975).Approximations of Probability Distributions (in Japanese), Kyoiku Shuppan, Tokyo.
Takeuchi, K. and Takemura, A. (1987). On sum of 0–1 random variables, II, Multivariate case, to appear inAnn. Inst. Statist. Math.
Watanabe, M. (1919). On a determinate system of non-independent trials,Tohoku Math. J.,15, 1–134.
Author information
Authors and Affiliations
About this article
Cite this article
Takeuchi, K., Takemura, A. On sum of 0–1 random variables I. Univariate case. Ann Inst Stat Math 39, 85–102 (1987). https://doi.org/10.1007/BF02491451
Received:
Revised:
Published:
Issue Date:
DOI: https://doi.org/10.1007/BF02491451