(A) study on stuchastic interest rate models : focusing on the Ait-sahalia model이자율 모형에 대한 연구 : Ait-Sahalia 모형을 중심으로

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We study some stochastic models for interest rates. We classify models into spot rate models and forward rate models. We give some examples such as Rendleman-Bartter model, Vasicek model, Cox-Ingersoll-Ross(CIR) model, and Heath-Jarrow-Morton(HJM) model. Also, we propose an interest rate model of the form $dR(t) = (\alpha_{-1}R^{-1}(t) - \alpha_0- \alpha_2 R^2(t))dt + \sigma R^{\gamma}(t)dW(t),$ where $\alpha_{-1}, \alpha_0, \alpha_2, \sigma >0,\gamma>1$ and $W(t)$ is a Brownian motion. This model is a slight modification of the model proposed by Ait-Sahalia [1] in 1992. In this model, it is non-trivial to show that there exist some analytic properties such as the existence and the uniqueness of its solution, boundedness of moments, and convergence of a numerical solution. We verify that our new model satisfies these analytic properties by modifying the proofs in papers of Wu et al. [11] and Cheng [2] in 2008.
Advisors
Kang, Wan-Moresearcher강완모researcher
Description
한국과학기술원 : 수리과학과,
Publisher
한국과학기술원
Issue Date
2010
Identifier
419030/325007  / 020074156
Language
eng
Description

학위논문(석사) - 한국과학기술원 : 수리과학과, 2010.2, [ iii, 19 p. ]

Keywords

Ait-Sahalia model; Interest rate models; Stochastic Differential Equations; 확률미분방정식; Ait-Sahalia 모형; 이자율 모형

URI
http://hdl.handle.net/10203/42227
Link
http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=419030&flag=dissertation
Appears in Collection
MA-Theses_Master(석사논문)
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