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Studies on recurrence and moments of transition probabilities of jump type Markov processes

Research Project

Project/Area Number 13640127
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field General mathematics (including Probability theory/Statistical mathematics)
Research InstitutionUniversity of the Ryukyus

Principal Investigator

YAMAZATO Makoto  YAMAZATO,Makoto, 理学部, 教授 (00015900)

Co-Investigator(Kenkyū-buntansha) SUGIURA M.  University of the Ryukyus, Dept.Math.Sci., Associate Prof., 理学部, 助教授 (70252228)
CHEN C.  University of the Ryukyus, Dept.Math.Sci., Associate Prof., 理学部, 助教授 (00264466)
Project Period (FY) 2001 – 2003
Project Status Completed (Fiscal Year 2003)
Budget Amount *help
¥3,500,000 (Direct Cost: ¥3,500,000)
Fiscal Year 2003: ¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 2002: ¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 2001: ¥1,300,000 (Direct Cost: ¥1,300,000)
Keywordsstorage process / recurrence / moment / tail behavior / skip-free process / hitting time / local time / Levy measure / 加法過程 / OU type process / モーメント / submultiplicativity / subexponentiality / subadditive functional / 再帰性
Research Abstract

Main results of this research are the following :
1.We gave representations of the Levy measureof the hitting time process of skip free Levy process in terms of its local time.This result is an answer to a question what is a natural generalization of the continuous local time to discontinuous one.While the result is simple and the proof is short, the result seems new.Moreover, we represented the Levy measure of the hitting time process by the probability function or the canonical density of the transition probability in case that the transition probability is discrete or absolutely continuous, respectively.
2.We gave new sufficient conditions for recurrence and transience of storage process in terms of Levy measure of its input process and release rate.By applying this result we obtained the necessary and sufficient condition for recurrence in case thatthe input process is stable process and the release rate is a power function.We improved known sufficient conditions for recurrence and transience in case that the release rate is bounded.We pointed out that a part of the result corresponds to the recurrence-transience condition for Bessel processes.
3.We gave conditions for the existence(nonexistence)of general ized moments of storage prooess in terms of the existence(nonexistence)of the generalized moments of the Levy measure of its input process.
4.We gave relations between the tail behavior of the transition probability of storage process and the tail behavior of the Levy measure of its input process. In order to obtain this result, the concept subexponential ity, which was given by Chistyakov, and subadditivity, which is considered by Rosinsky and Samorodnitky, were useful.
Interesting phenomenon common in 2, 3 and 4 is that Ornstein-UhLenbeck type process plays a critical role in case the release rate is a power function.

Report

(4 results)
  • 2003 Annual Research Report   Final Research Report Summary
  • 2002 Annual Research Report
  • 2001 Annual Research Report
  • Research Products

    (16 results)

All Other

All Publications (16 results)

  • [Publications] A.Kohatsu-Higa: "On moments and tail behaviors of storage processes"Journal of Applied Probility. 40. 1069-1086 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] A.Kohatsu-Higa: "On tail probabilities of storage processes"Proc.Internantional Conference on AAA2002. (In press). (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] M.Yamazato: "Levy measures of the hitting time distributions for skip-free Levy processes"Mini-proceedings of 2^<nd> MaPhySto Conf.on Levy Processes. 22. 268-272 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] C.Chen: "Statistical and probabilistic methods for stock prices"Ryukyu Mathematical Journal. 16. 1-36 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] A.Kohatsu, M.Yamazato: "On moments and tail behaviors of storage processes"Journal of Applied Probability. 40. 1069-1086 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] A.Kohatsu, M.Yamazato: "On tail probabilities of storage processes"Proceedings of the International Conference in Abstract and Applied Analysis 2002. (In Press). (2004)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] M.Yamazato: "Levy measures of the hitting time distributions for skip-free L\evy processes"Mini-proceedings : 2nd MaPhySto Conference on Levy Processes : Theory and Applications. 268-272 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] C.Chen: "Statistical and probabilistic methods for stock prices"Ryukyu Mathematical Journal. 16. 1-36 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] A.Kohatsu-Higa, M.Yamazato: "On moments and tail behaviors of storage processes"Journal of Applied Probability. 40. 1069-1086 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] A.Kohatsu-Hoga, M.Yamazato: "On tail probabilities of storage processes"Proceedings of the International Conference on Abstract and Applied Analysis 2002. In press. (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] M.Yamazato: "Levy measures of the hitting time distributions for skip-free Levy processes"Mini-proceedings : 2^<nd> MaPhySto Conference on Levy Processes : Theory and Applications. 22. 268-272 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Makoto Yamazato: "Levy measure of the hitting time distributions for skip-free Levy processes"Proceedings of Levy conference. 2. 268-272 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Makoto Yamazato: "On tail probabilities of storage processes"Proc. of the International Conf. on Abst. and Appl. Analysis. (In press). (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] Makoto Yamazato: "On moments and tail behaviors of storage processes"Journal of Applied Probability. (To appear).

    • Related Report
      2002 Annual Research Report
  • [Publications] Makoto Yamazato: "L'evy measures of the hitting time. distributions for skip-freeL'evy processes"Proceedings of L'evy conference. 2. (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] Makoto Sugiura: "Asymptotic behaviors on the small parameter exit problems and the singularly perturbation"Ryukyu mathematical journal. 14. 79-18 (2002)

    • Related Report
      2001 Annual Research Report

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Published: 2001-04-01   Modified: 2016-04-21  

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