Explicit form of approximate transition probability density functions of diffusion processes

作者: Seungmoon Choi

DOI: 10.1016/J.JECONOM.2015.02.003

关键词: Jump diffusionIdentity matrixValuation of optionsDiffusion processMathematicsMonte Carlo methodProbability density functionApplied mathematicsDiffusion (business)State variableEconometrics

摘要: … When we need to find conditional moments of a diffusion process, the TPDF is required. In case an asset is written on a price process that is diffusion under the risk-neutral measure, the …

参考文章(35)
Robert C. Merton, Theory of rational option pricing ,(2011)
Steven E. Shreve, Ioannis Karatzas, Brownian Motion and Stochastic Calculus ,(1987)
Song Xi Chen, Jinyuan Chang, On the Approximate Maximum Likelihood Estimation for Diffusion Processes Annals of Statistics. ,vol. 39, pp. 2820- 2851 ,(2011) , 10.1214/11-AOS922
Robert Jarrow, Andrew Rudd, Approximate option valuation for arbitrary stochastic processes Journal of Financial Economics. ,vol. 10, pp. 347- 369 ,(1982) , 10.1016/0304-405X(82)90007-1
M. Kessler, A. Rahbek, Identification and Inference for Multivariate Cointegrated and Ergodic Gaussian Diffusions Statistical Inference for Stochastic Processes. ,vol. 7, pp. 137- 151 ,(2004) , 10.1023/B:SISP.0000026044.28647.56
Chenxu Li, Closed-Form Expansion, Conditional Expectation, and Option Valuation Mathematics of Operations Research. ,vol. 39, pp. 487- 516 ,(2014) , 10.1287/MOOR.2013.0613
Warren P. Johnson, The Curious History of Faà di Bruno's Formula American Mathematical Monthly. ,vol. 109, pp. 217- 234 ,(2002) , 10.1080/00029890.2002.11919857
Lars Peter Hansen, Thomas J. Sargent, The Dimensionality of the Aliasing Problem in Models with Rational Spectral Densities Econometrica. ,vol. 51, pp. 377- 387 ,(1983) , 10.2307/1911996