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Periodic Poisson Processes and Almost-lack-of-memory Distributions

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Abstract

Certain characterization properties of time-varying periodic Poisson flows are studied in terms of almost-lack-of-memory (ALM) distributions. Parameter estimation formulas are derived. A method for verifying the hypothesis on the membership of a sample to the class of ALM-distributions is developed. Algorithms for computing critical levels and power of the likelihood ratio test by the Monte Carlo method are designed.

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REFERENCES

  1. Kening, D., Rykov, V., and Shmidt, F., Stationary Queue Systems with Dependencies, in Itogi nauki i tekhniki. Teoriya veroyatn. Mat. statist. Teor. Kibern., (Advances in Science and Technology. Probability Theory, Mathematical Statistics, Theoretical Cybernetics), Moscow: VINITI, 1981, vol. 18, pp. 95–196.

    Google Scholar 

  2. Snyder, D.L. and Miller, V.I., Random Point Processes in Time and Space, New York: Springer, 1995.

    Google Scholar 

  3. Khinchin, A. Ya., Raboty po matematicheskoi teorii massovogo obsluzhivaniya (Collected Papers on Queueing Theory), Moscow: Fizmatgiz, 1963.

    Google Scholar 

  4. Feller, W., An Introduction to Probability Theory and Its Applications, New York: Wiley, 1971, vol. 2. Translated under the title Vvedenie v teoriyu veroyatnostei i ee prilozheniya, Moscow: Mir, 1984.

    Google Scholar 

  5. Karlin, S., A First Course in Stochastic Processes, New York: Academic, 1975. Translated under the title Osnovy teorii sluchainykh protsessov, Moscow: Mir, 1971.

    Google Scholar 

  6. Chukova, S., Dimitrov, B., and Khalil, Z., A Characterization of Probability Distributions Similar to the Exponential, Can. J. Statist., 1992, vol. 21, no. 3, pp. 269–276.

    Google Scholar 

  7. Dimitrov, B. and Khalil, Z., A Class of New Probability Distributions for Modeling Environmental Evolution with Periodic Behavior, Environmetrics, 1992, vol. 3, no.4, pp. 447–464.

    Google Scholar 

  8. Chukova, S. and Dimitrov, B., On Distributions having the "Almost Lack of Memory Property," J. Appl. Probability, 1993, vol. 29, no. 3, pp. 691–698.

    Google Scholar 

  9. Dimitrov, B., Khalil, Z., and Le Normand, L., A Statistical Study of Periodic Environmental Processes, Proc. Int. Congress Modelling and Simulation, Perth, 1993, vol. 1, pp. 169–174.

    Google Scholar 

  10. Dimitrov, B., Chukova, S., and Green, D., Jr., Distributions in Periodic Random Environment and Their Applications, SIAM J. Appl. Math., 1997, vol. 57, no. 2, pp. 501–517.

    Google Scholar 

  11. Dimitrov, B., Chukova, S., and Garrido, J., Compound Counting Processes in a Periodic Random Environment, J. Statist. Research, 2000, vol. 34, no. 2, pp.99–111.

    Google Scholar 

  12. Dimitrov, B., Krougly, Z., Ghitany, M., and Rykov, V., On Properties and Statistical Estimation of ALM distributions, Proc. Hawaii Int. Conf. Statistics and Related Fields, Honolulu, 2003 (on a CD).

  13. Dimitrov, B., Khalil, Z., Ghitany, M., and Rykov, V., Likelihood Ratio Test for Almost Lack of Memory Distributions, Technical Report No. 1/01, Concordia University, 2001.

  14. Dimitrov, B., Green, D., Jr., Rykov, V., and Stanchev, P., On Statistical Hypotheses Testing via Simulation Method, Proc. 28th Int. Conf. Information and Communication Technologies and Programming, Varna, 2003, pp. 55-72.

  15. Dimitrov, B., Krougly, Z., Green, D., Jr., and Rykov, V., Periodic Nonstationary Arrival Process in Queueing Networks and Their Characterization, Proc. Int. Workshop. Distributed Computer and Communication Networks. Stochastic Modelling and Optimization, Moscow: TECHNOSPHERA, 2003, pp. 64–72.

    Google Scholar 

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Dimitrov, B.N., Rykov, V.V. & Krougly, Z.L. Periodic Poisson Processes and Almost-lack-of-memory Distributions. Automation and Remote Control 65, 1597–1610 (2004). https://doi.org/10.1023/B:AURC.0000044269.32890.3e

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  • DOI: https://doi.org/10.1023/B:AURC.0000044269.32890.3e

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