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Sooner and Later Waiting Time Problems Based on a Dependent Sequence

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Abstract

This paper introduces a new concept: a binary sequence of order (k,r), which is an extension of a binary sequence of order k and a Markov dependent sequence. The probability functions of the sooner and later waiting time random variables are derived in the binary sequence of order (k,r). The probability generating functions of the sooner and later waiting time distributions are also obtained. Extensions of these results to binary sequence of order (g,h) are also presented.

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References

  • Aki, S. (1985). Discrete distributions of order κ on a binary sequence, Ann. Inst. Statist. Math., 37,A, 205–224.

    Google Scholar 

  • Aki, S. and Hirano, K. (1988). Some characteristics of the binomial distribution of order κ and related distributions, Statistical Theory and Data Analysis II; Proceedings of the 2nd Pacific Area Statistical Conference (ed. by K. Matusita), 211–222, Elsevier Science Publishers B. V. (North-Holland).

  • Aki, S. and Hirano, K. (1993). Discrete distributions related to succession events in a two-state Markov chain, Statistical Sciences and Data Analysis; Proceedings of the Third Pacific Area Statistical Conference (eds. by K. Matusita, M. L. Puri and T. Hayakawa), 467–474, VSP International Science Publishers, Zeist.

    Google Scholar 

  • Aki, S., Balakrishnan, N. and Mohanty, S. G. (1996). Sooner and later waiting time problems for success and failure runs in higher order Markov dependent trials, Ann. Inst. Statist. Math., 48, 773–787.

    Google Scholar 

  • Antzoulakos, D. L. and Philippou, A. N. (1996). Deriration of the probability distribution functions for succession quota random variables, Ann. Inst. Statist. Math., 48, 551–561.

    Google Scholar 

  • Balakrishnan, N. (1997). Joint distributions of numbers of success-runs and failures until the first consecutive κ successes in binary sequence, Ann. Inst. Statist. Math., 49, 519–529.

    Google Scholar 

  • Balasubramanian, K., Viveros, R. and Balakrishnan, N. (1993). Sooner and later waiting time problems for Markovian Bernoulli trials, Statist. Probab. Lett., 18, 153–161.

    Google Scholar 

  • Ebneshahrashoob, M. and Sobel, M. (1990). Sooner and later waiting time problems for Bernoulli trials: Frequency and run quotas, Statist. Probab. Lett., 9, 5–11.

    Google Scholar 

  • Fu, J. C. (1996). Distribution theory of runs and patterns associated with a sequence of multi-state trials, Statistica Sinica, 6, 957–974.

    Google Scholar 

  • Han, Q. and Aki, S. (1997). Distributions of the sooner and later waiting times in a binary sequence of order (κ,τ), Tech. Report, S-34, Department of Informatics and Mathematical Science, Osaka University.

  • Johnson, N. L., Kotz, S. and Kemp, A. W. (1992). Univariate Discrete Distributions, Wiley, New York.

    Google Scholar 

  • Koutras, M. V. and Alexandrou, V. A. (1997). Sooner waiting time problems in a sequence of trinary trials, J. Appl. Probab., 34, 593–609.

    Google Scholar 

  • Koutras, M. V. and Papastavridis, S. G. (1993). On the number of runs and related statistics, Statistica Sinica, 3, 277–294.

    Google Scholar 

  • Ling, K. D. (1990). On geometric distributions of order (κ1,..., κm), Statist. Probab. Lett., 9, 163–171.

    Google Scholar 

  • Ling, K. D. (1992). A generalization of the sooner and later waiting time problems for Bernoulli trials: Frequency and run quotas, Statist. Probab. Lett., 14, 401–405.

    Google Scholar 

  • Ling, K. D. and Low, T. Y. (1993). On the soonest and latest waitig time distributions: Succession quotas, Comm. Statist. Theory Methods, 22, 2207–2221.

    Google Scholar 

  • Uchida, M. and Aki, S. (1995). Sooner and later waiting time problems in a two-state Markov chain, Ann. Inst. Statist. Math., 47, 415–433.

    Google Scholar 

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Han, Q., Aki, S. Sooner and Later Waiting Time Problems Based on a Dependent Sequence. Annals of the Institute of Statistical Mathematics 52, 407–414 (2000). https://doi.org/10.1023/A:1004182030590

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  • DOI: https://doi.org/10.1023/A:1004182030590

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