• Title/Summary/Keyword: martingale method

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THE UNIFORM CLT FOR MARTINGALE DIFFERENCE ARRAYS UNDER THE UNIFORMLY INTEGRABLE ENTROPY

  • Bae, Jong-Sig;Jun, Doo-Bae;Levental, Shlomo
    • Bulletin of the Korean Mathematical Society
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    • v.47 no.1
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    • pp.39-51
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    • 2010
  • In this paper we consider the uniform central limit theorem for a martingale-difference array of a function-indexed stochastic process under the uniformly integrable entropy condition. We prove a maximal inequality for martingale-difference arrays of process indexed by a class of measurable functions by a method as Ziegler [19] did for triangular arrays of row wise independent process. The main tools are the Freedman inequality for the martingale-difference and a sub-Gaussian inequality based on the restricted chaining. The results of present paper generalizes those of Ziegler [19] and other results of independent problems. The results also generalizes those of Bae and Choi [3] to martingale-difference array of a function-indexed stochastic process. Finally, an application to classes of functions changing with n is given.

ON THE DIFFUSION OPERATOR IN POPULATION GENETICS

  • Choi, Won
    • Journal of applied mathematics & informatics
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    • v.30 no.3_4
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    • pp.677-683
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    • 2012
  • W.Choi([1]) obtains a complete description of ergodic property and several property by making use of the semigroup method. In this note, we shall consider separately the martingale problems for two operators A and B as a detail decomposition of operator L. A key point is that the (K, L, $p$)-martingale problem in population genetics model is related to diffusion processes, so we begin with some a priori estimates and we shall show existence of contraction semigroup {$T_t$} associated with decomposition operator A.

ON THE DIFFUSION PROCESSES AND THEIR APPLICATIONS IN POPULATION GENETICS

  • Choi, Won;Lee, Byung-Kwon
    • Journal of applied mathematics & informatics
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    • v.15 no.1_2
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    • pp.415-423
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    • 2004
  • In allelic model X = ($x_1,\;x_2,...x_{d}$), $M_f(t)$= f(p(t)) - ${{\int}^{t}}_0$Lf(p(t))ds is a P-martingale for diffusion operator L under the certain conditions. In this note, we can show uniqueness of martingale problem associated with mean vector and obtain a complete description of ergodic property by using of the semigroup method.

AN OPTIMAL CONSUMPTION AND INVESTMENT PROBLEM WITH CES UTILITY AND NEGATIVE WEALTH CONSTRAINTS

  • Roh, Kum-Hwan
    • East Asian mathematical journal
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    • v.34 no.3
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    • pp.331-338
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    • 2018
  • We investigate the optimal consumption and portfolio strategies of an agent who has a constant elasticity of substitution (CES) utility function under the negative wealth constraint. We use the martingale method to derive the closed-form solution, and we give some numerical implications.

THE EFFECTS OF TAXATION ON OPTIMAL CONSUMPTION AND INVESTMENT

  • Lim, Byung Hwa
    • Journal of the Chungcheong Mathematical Society
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    • v.31 no.1
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    • pp.65-73
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    • 2018
  • We investigate the optimal consumption and investment problem of working agent who faces tax system on consumption, labor income, savings and investment. By applying martingale method, we obtain the closed-form solutions so it is possible to verify the effect of tax system analytically.

THE EFFECT OF INFLATION RISK AND SUBSISTENCE CONSTRAINTS ON PORTFOLIO CHOICE

  • Lim, Byung Hwa
    • Journal of the Korean Society for Industrial and Applied Mathematics
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    • v.17 no.2
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    • pp.115-128
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    • 2013
  • The optimal portfolio selection problem under inflation risk and subsistence constraints is considered. There are index bonds to invest in financial market and it helps to hedge the inflation risk. By applying the martingale method, the optimal consumption rate and the optimal portfolios are obtained explicitly. Furthermore, the quantitative effect of inflation risk and subsistence constraints on the optimal polices are also described.

CONSUMPTION-LEISURE CHOICE WITH STOCHASTIC INCOME FLOW

  • Lee, Ho-Seok;Lim, Byung Hwa
    • Journal of the Chungcheong Mathematical Society
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    • v.33 no.1
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    • pp.103-112
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    • 2020
  • This paper investigates the portfolio selection problem with flexible labor choice and stochastic income flow where the unit wage flow is governed by a stochastic process. The agent optimally chooses consumption, investment, and labor supply. We derive the closed-form solution by applying a martingale method even with the stochastic income flow.

PORTFOLIO CHOICE UNDER INFLATION RISK: MARTINGALE APPROACH

  • Lim, Byung Hwa
    • Journal of the Chungcheong Mathematical Society
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    • v.26 no.2
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    • pp.343-349
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    • 2013
  • The optimal portfolio selection problem under inflation risk is considered in this paper. There are three assets the economic agent can invest, which are a risk free bond, an index bond and a risky asset. By applying the martingale method, the optimal consumption rate and the optimal portfolios for each asset are obtained explicitly.

Checking the Additive Risk Model with Martingale Residuals

  • Myung-Unn Song;Dong-Myung Jeong;Jae-Kee Song
    • Journal of the Korean Statistical Society
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    • v.25 no.3
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    • pp.433-444
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    • 1996
  • In contrast to the multiplicative risk model, the additive risk model specifies that the hazard function with covariates is the sum of, rather than product of, the baseline hazard function and the regression function of covariates. We, in this paper, propose a method for checking the adequacy of the additive risk model based on partial-sum of matingale residuals. Under the assumed model, the asymptotic properties of the proposed test statistic and approximation method to find the critical values of the limiting distribution are studied. Several real examples are illustrated.

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TWO COMPARISON THEOREMS OF BSDES

  • Huang, Xiao-Qin;Wang, Mian-Sen;Jia, Jun-Guo
    • Journal of applied mathematics & informatics
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    • v.24 no.1_2
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    • pp.377-385
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    • 2007
  • In this paper, by the equations of Mao [9] and Peng [5], we use the martingale method to establish the comparison theorems of backward stochastic differential equations (BSDEs). We generalize the results of Cao-Yan [1].