• 제목/요약/키워드: Jump- Diffusion Model

검색결과 22건 처리시간 0.02초

이중 지수 점프확산 모형하에서의 마코브 체인을 이용한 아메리칸 옵션 가격 측정 (Valuation of American Option Prices Under the Double Exponential Jump Diffusion Model with a Markov Chain Approximation)

  • 한규식
    • 대한산업공학회지
    • /
    • 제38권4호
    • /
    • pp.249-253
    • /
    • 2012
  • This paper suggests a numerical method for valuation of American options under the Kou model (double exponential jump diffusion model). The method is based on approximation of underlying asset price using a finite-state, time-homogeneous Markov chain. We examine the effectiveness of the proposed method with simulation results, which are compared with those from the conventional numerical method, the finite difference method for PIDE (partial integro-differential equation).

ASYMPTOTIC RUIN PROBABILITIES IN A GENERALIZED JUMP-DIFFUSION RISK MODEL WITH CONSTANT FORCE OF INTEREST

  • Gao, Qingwu;Bao, Di
    • 대한수학회지
    • /
    • 제51권4호
    • /
    • pp.735-749
    • /
    • 2014
  • This paper studies the asymptotic behavior of the finite-time ruin probability in a jump-diffusion risk model with constant force of interest, upper tail asymptotically independent claims and a general counting arrival process. Particularly, if the claim inter-arrival times follow a certain dependence structure, the obtained result also covers the case of the infinite-time ruin probability.

Characterization of Internal Reorientation of Methyl Group in 2,6-Dichlorotoluene

  • Nam-Goong, Hyun;Rho, Jung-Rae
    • 한국자기공명학회논문지
    • /
    • 제13권1호
    • /
    • pp.35-55
    • /
    • 2009
  • The two correlation times previously obtained in our coupled $^{13}C$ relaxation measurement for the methyl group in 2,6-dichlorotoluene may be used as a criterion for evaluating the reorientation dynamics of an internal rotor. We numerically tested an extended diffusion model and the Smoluchowski diffusion equation to see how the rotational inertial effect and jump character contribute to the internal correlation time ratio of the internal rotor. We also analytically solved the general jump model with three different rate constants in a sixfold symmetric potential barrier. By assuming that the internal rotation of the methyl group in 2,6-dichlorotoluene can be described in terms of jumps among sixfold harmonic potential wells, we can conclude that the jump model satisfactorily reproduce the experimental data and the rate for sixfold jump is at least 1.53 times as great as that of a threefold jump.

Term Structure Estimation Using Official Rate

  • Rhee, Joon Hee;Kim, Yoon Tae
    • Communications for Statistical Applications and Methods
    • /
    • 제10권3호
    • /
    • pp.655-663
    • /
    • 2003
  • The fundamental tenn structure model is based on the modelling of the short rate. It is well-known that the short rate depends on the interest rate policy of monetary authorities, especially on the official rate. Babbs and Webber(1994) modelled the tenn structure of interest rates using the official rate. They assume that the official rate follows a jump process. This reflects that the official rate infrequently changes. In this paper, we test this official tenn structure model and compare the jump-diffusion model with the pure diffusion model.

FIRST PASSAGE TIME UNDER A REGIME-SWITCHING JUMP-DIFFUSION MODEL AND ITS APPLICATION IN THE VALUATION OF PARTICIPATING CONTRACTS

  • Dong, Yinghui;Lv, Wenxin;Wu, Sang
    • 대한수학회보
    • /
    • 제56권5호
    • /
    • pp.1355-1376
    • /
    • 2019
  • We investigate the valuation of participating life insurance policies with default risk under a geometric regime-switching jump-diffusion process. We derive explicit formula for the Laplace transform of the price of participating contracts by solving integro-differential system and then price them by inverting Laplace transforms.

A FAST AND ROBUST NUMERICAL METHOD FOR OPTION PRICES AND GREEKS IN A JUMP-DIFFUSION MODEL

  • JEONG, DARAE;KIM, YOUNG ROCK;LEE, SEUNGGYU;CHOI, YONGHO;LEE, WOONG-KI;SHIN, JAE-MAN;AN, HYO-RIM;HWANG, HYEONGSEOK;KIM, HJUNSEOK
    • 한국수학교육학회지시리즈B:순수및응용수학
    • /
    • 제22권2호
    • /
    • pp.159-168
    • /
    • 2015
  • Abstract. We propose a fast and robust finite difference method for Merton's jump diffusion model, which is a partial integro-differential equation. To speed up a computational time, we compute a matrix so that we can calculate the non-local integral term fast by a simple matrix-vector operation. Also, we use non-uniform grids to increase efficiency. We present numerical experiments such as evaluation of the option prices and Greeks to demonstrate a performance of the proposed numerical method. The computational results are in good agreements with the exact solutions of the jump-diffusion model.

APPROXIMATIONS OF OPTION PRICES FOR A JUMP-DIFFUSION MODEL

  • Wee, In-Suk
    • 대한수학회지
    • /
    • 제43권2호
    • /
    • pp.383-398
    • /
    • 2006
  • We consider a geometric Levy process for an underlying asset. We prove first that the option price is the unique solution of certain integro-differential equation without assuming differentiability and boundedness of derivatives of the payoff function. Second result is to provide convergence rate for option prices when the small jumps are removed from the Levy process.

다변량 비대칭 라플라스 점프확산 모형의 베이지안 추론 (Bayesian inference on multivariate asymmetric jump-diffusion models)

  • 이영은;박태영
    • 응용통계연구
    • /
    • 제29권1호
    • /
    • pp.99-112
    • /
    • 2016
  • 비대칭 점프확산 모형은 자산 가격의 비대칭적 변동을 효과적으로 설명하는 모형으로 활용되어 왔다. 그러나 다변량 모형으로 확장한 다변량 비대칭 라플라스 점프확산 모형은 가능도함수가 닫힌 해로 존재하지 않아 모형의 추론에 한계가 존재하였다. 본 논문에서는 이러한 한계점을 극복하기 위해 자료 확장 기법을 제안하고 새로운 베이지안 추론 방법을 개발한다. 본 논문에서 제안된 모형은 단일 점프와 공통 점프 뿐만 아니라 모든 가능한 조합으로 발생하는 점프를 반영한 확장된 다변량 비대칭 라플라스 점프확산 모형이다. 이러한 모형을 분석하기 위해 붕괴된 깁스 샘플러를 고안한 베이지안 방법을 개발하였다. 본 논문에서 제안된 모형과 방법을 모의실험 자료 및 2005년 1월 3일부터 2015년 9월 30일까지 관찰된 일별 KOSPI, S&P500, 그리고 Nikkei225에 적용하여 효율성을 검증하였다.

ENDOGENOUS DOWNWARD JUMP DIFFUSION AND BLOW UP PHENOMENA BEFORE CRASH

  • Kwon, Young-Mee;Jeon, In-Tae;Kang, Hye-Jeong
    • 대한수학회보
    • /
    • 제47권6호
    • /
    • pp.1105-1119
    • /
    • 2010
  • We consider jump processes which has only downward jumps with size a fixed fraction of the current process. The jumps of the pro cesses are interpreted as crashes and we assume that the jump intensity is a nondecreasing function of the current process say $\lambda$(X) (X = X(t) process). For the case of $\lambda$(X) = $X^{\alpha}$, $\alpha$ > 0, we show that the process X shold explode in finite time, say $t_e$, conditional on no crash For the case of $\lambda$(X) = (lnX)$^{\alpha}$, we show that $\alpha$ = 1 is the borderline of two different classes of processes. We generalize the model by adding a Brownian noise and examine the blow up properties of the sample paths.