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Distributions of Runs and Consecutive Systems on Directed Trees

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Abstract

In this paper we study exact distributions of runs on directed trees. On the assumption that the collection of random variables indexed by the vertices of a directed tree has a directed Markov distribution, the exact distribution theory of runs is extended from based on random sequences to based on directed trees. The distribution of the number of success runs of a specified length on a directed tree along the direction is derived. A consecutive-k-out-of-n:F system on a directed tree is introduced and investigated. By assuming that the lifetimes of the components are independent and identically distributed, we give the exact distribution of the lifetime of the consecutive system. The results are not only theoretical but also suitable for computation.

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REFERENCES

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

    Google Scholar 

  • Aki, S. (1992). Waiting time problems for a sequence of discrete random variables, Ann. Inst. Statist. Math., 44, 363-378.

    Google Scholar 

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

    Google Scholar 

  • Aki, S. and Hirano, K. (1988). Some characteristics of the binomial distribution of order k and related distributions, Statistical Theory and Data Analysis II, Proceedings of the 2nd Pacific Area Statistical Conference (ed. K. Matusita), 211-222, North-Holland, Amsterdam.

    Google Scholar 

  • Aki, S. and Hirano, K. (1993). Discrete distributions related to succession events in a two-state Markov chain, Statistical Science & Data Analysis (eds. K. Matusita, M. L. Puri and T. Hayakawa), 467-474, VSP Publishers, Amsterdam.

    Google Scholar 

  • Aki, S. and Hirano, K. (1995). Joint distributions of numbers of success-runs and failures until the first consecutive k successes, Ann. Inst. Statist. Math., 47, 225-235.

    Google Scholar 

  • Aki, S. and Hirano, K. (1996). Lifetime distribution and estimation problems of consecutive-k-out-of-n:F systems, Ann. Inst. Statist. Math., 48, 185-199.

    Google Scholar 

  • Balakrishnan, N., Mohanty, S. G. and Aki, S. (1997). Start-up demonstration tests under Markov dependence model with corrective actions, Ann. Inst. Statist. Math., 49, 155-169.

    Google Scholar 

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

    Google Scholar 

  • Chao, M. T., Fu, J. C. and Koutras, M. V. (1995). Survey of reliability studies of consecutive-k-out-of-n:F & related systems, IEEE Transactions on Reliability, 40, 120-127.

    Google Scholar 

  • Ebneshahrashoob, M. and Sobel, M. (1990). Sooner and later 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 multistate trials, Statistica Sinica, 6, 957-974.

    Google Scholar 

  • Fu, J. C. and Koutras, M. V. (1994). Distribution theory of runs: a Markov chain approach, J. Amer. Statist. Assoc., 89, 1050-1058.

    Google Scholar 

  • Godbole, A. P. and Papastavridis, S. G. (1994). Runs and Patterns in Probability: Selected Papers, Kluwer, Dordrecht.

    Google Scholar 

  • Hirano, K. (1986). Some properties of the distributions of order k, Fibonacci Numbers and Their Applications (eds. A. N. Philippou, G. E. Bergum and A. F. Horadam), 43-53, Reidel, Dordrecht.

    Google Scholar 

  • Hirano, K. (1994). Consecutive-k-out-of-n:F Systems, Proc. Inst. Statist. Math., 42, 45-61 (in Japanese).

    Google Scholar 

  • Hirano, K. and Aki, S. (1993). On number of occurrences of success runs of specified length in a two-state Markov chain, Statistica Sinica, 3, 313-320.

    Google Scholar 

  • 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. (1995). Runs, scans and urn model distributions: a unified Markov chain approach, Ann. Inst. Statist. Math., 47, 743-766.

    Google Scholar 

  • Lauritzen, S. L. (1996). Graphical Models, Clarendon Press, Oxford.

    Google Scholar 

  • Lou, W. Y. W. (1996). On runs and longest run tests: a method of finite Markov chain imbedding, J. Amer. Statist. Assoc., 91, 1595-1601.

    Google Scholar 

  • Mohanty, S. G. (1994). Success runs of length k in Markov dependent trials, Ann. Inst. Statist. Math., 46, 777-796.

    Google Scholar 

  • Philippou, A. N. (1986). Distributions and Fibonacci polynomials of order k, longest runs, and reliability of consecutive-k-out-of-n:F system, Fibonacci Numbers and Their Applications (eds. A. N. Philippou, G. E. Bergum and A. F. Horadam), 203-227, Reidel, Dordrecht.

    Google Scholar 

  • Philippou, A. N., Georghiou, C. and Philippou, G. N. (1983). A generalized geometric distribution and some of its properties, Statist. Probab. Lett., 1, 171-175.

    Google Scholar 

  • Philippou, A. N. and Makri, F. S. (1986). Successes, runs, and longest runs, Statist. Probab. Lett., 4, 101-105.

    Google Scholar 

  • Philippou, A. N. and Muwafi, A. A. (1982). Waiting for the k-th consecutive success and the Fibonacci sequence of order k, The Fibonacci Quart., 20, 28-32.

    Google Scholar 

  • Rajarshi, M. B. (1974). Success runs in a two-state Markov chain, J. Appl. Probab., 11, 190-192.

    Google Scholar 

  • Riordan, J. (1958). An Introduction to Combinatorial Analysis, Wiley, New York.

    Google Scholar 

  • Ripley, B. D. (1996). Pattern Recognition and Neutral Networks, Cambridge University Press, Cambridge.

    Google Scholar 

  • Schwager, S. J. (1983). Run probabilities in sequences of Markov-dependent trials, J. Amer. Statist. Assoc., 78, 168-175.

    Google Scholar 

  • Stanley, R. T. (1986). Enumerative Combinatorics, Wadsworth Publishers, Kentucky.

    Google Scholar 

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

    Google Scholar 

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Aki, S. Distributions of Runs and Consecutive Systems on Directed Trees. Annals of the Institute of Statistical Mathematics 51, 1–15 (1999). https://doi.org/10.1023/A:1003877016437

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