布朗运动(Brownian motion)过程是一种正态分布的独立增量连续随机过程。它是随机分析中基本概念之一,别名叫做维纳过程。其基本性质为:布朗运动W(t)是期望为0、方差为t(时间)的正态随机变量。对于任意的r小于等于s,W(t)-W(s)独立于的W(r),且是期望为0、方差为t-s的正态随机变量。可以证明布朗运动是马尔可夫过程、鞅过程、伊藤过程、高斯过程、 莱维过程。将布朗运动(或者做适当变换)与股票价格行为联系在一起,进而建立起的数学模型,这是一项具有重要意义的金融创新,在现代金融数学中占有重要地位。下面列出了讲布朗运动(或者做适当变换)和正态分布的专著。
1. 布朗运动
Lévy, Processus stochastiques et mouvement brownien, 2ed., 1965 (被引用次数:26 )
E Nelson,Dynamical Theories of Brownian Motion,1967 (被引用次数:1303)
Freedman,Brownian Motion and Diffusion,1971 (被引用次数:362)
H Dym,Gaussian Processes, Function Theory, and the Inverse Spectral Problem,1974 (被引用次数:422)
Kuo,Gaussian Measures in Banach Spaces,1975 (被引用次数:1142)
Caubet,Le mouvement brownien relativiste,1976 (被引用次数:28)
Petersen,Brownian Motion, Hardy Spaces and Bounded Mean Oscillation,1977 (被引用次数:59)
Rao,Brownian motion and classical potential theory,1977 (被引用次数:41)
Lenk,Brownian motion and spin relaxation,1977
Port, Brownian Motion and Classical Potential Theory,1978 (被引用次数:457)
Hida, T. Brownian Motion,1980 (被引用次数:765 )
Knight,Essentials of Brownian Motion and Diffusion,1981 (被引用次数:286)
王梓坤,布朗运动与位势,1983 (被引用次数:4)
Durrett,Brownian motion and martingales in analysis,1984 (被引用次数:451)
Harrison, Brownian motion and stochastic flow systems,1985 (被引用次数:1418)
Karatzas,Brownian motion and stochastic calculus ,1991 (被引用次数:8106)
Durrett,Random Walks, Brownian Motion, and Interacting Particle Systems,1991 (被引用次数:12)
Yor,Some Aspects of Brownian Motion Part I: Some special functionals,1992 (被引用次数:404)
Yor,Some Aspects of Brownian Motion: Part II: Some Recent Martingale Problems ,1992 (被引用次数:158)
飞田武幸,布朗运动论,1992 (Hida 翻译)
Chung,From Brownian Motion to Schrodinger's Equation,1995 (被引用次数:385)
Yurinsky,Sums and Gaussian vectors,1995 (被引用次数:48)
K Itō,Diffusion Processes and their Sample Paths,1996 (被引用次数:2518)
Neuenschwander,Probabilities on the Heisenberg Group: Limit Theorems and Brownian Motion,1996 (被引用次数:39)
Sznitman,Brownian Motion, Obstacles and Random Media,1998 (被引用次数:296)
Taira,Brownian Motion and Index Formulas for the de Rham Complex,1998 (被引用次数:3)
Revuz,Continuous martingales and Brownian motion ,1999 (被引用次数:686)
Yor,Exponential Functionals of Brownian Motion and Related Processes,2001 (被引用次数:207)
林正炎,高斯过程的样本轨道性质,2011
Borodin,Handbook of Brownian Motion — Facts and Formulae,2002 (被引用次数:1316)
Mazo, Brownian Motion, Fluctuations, Dynamics, and Applications,2002 (被引用次数:247)
Chung, Green,Brown,and Probability&Brownian motion on the line,2002 (被引用次数:7)
Chung, Markov Processes Brownian Motion And Time Symmetry,2005 (被引用次数:56)
Marcus,Markov processes, Gaussian processes, and local times,2006 (被引用次数:107 )
Smarandache,Quantization in Astrophysics, Brownian Motion, and Supersymmetry,2007 (被引用次数:4)
Wiersema,Brownian Motion Calculus,2008 (被引用次数:15)
Mansuy,Aspects of Brownian Motion,2008 (被引用次数:24)
Biagini,Stochastic Calculus for Fractional Brownian Motion and Applications,2008 (被引用次数:258)
Mishura, Stochastic Calculus for Fractional Brownian Motion and Related Processes,2008 (被引用次数:204)
Mörters, Brownian Motion,2010 (被引用次数:132)
Robert,Brownian Motion: Theory, Modelling and Applications,2011
Osswald,Malliavin Calculus for Lévy Processes and Infinite-Dimensional Brownian Motion,2012 (被引用次数:3)
Schilling,Brownian Motion,An Introduction to Stochastic Processes,2012 (被引用次数:2)
Nourdin,Selected Aspects of Fractional Brownian Motion,2012 (被引用次数:7)
Franchi,Hyperbolic Dynamics and Brownian Motion: An Introduction,2012 (被引用次数:4)
Ahmed,Generalized Functionals of Brownian Motion and Their Applications: Nonlinear Functionals of Fundamental Stochastic Processes,2012
Le Gall, Mouvement brownien, martingales et calcul stochastique,2013 (法语,176页,短小精悍的教程,下载地址)
张卫国,分数布朗运动下股本权证定价研究——模型与参数估计,2013
2.正态分布
A.K.米特罗波尔斯基,正态分布,1959
Patel,Handbook of the Normal Distribution,1982,2ed 1996 (被引用次数:401 )
Crow,Lognormal Distributions: Theory and Applications,1988
Tong,The multivariate normal distribution,1990 (被引用次数:605 )
Andersen,Linear and Graphical Models: for the Multivariate Complex Normal Distribution,1995 (被引用次数:76 )
Kuo,White Noise Distribution Theory,1996 (被引用次数:526)
Johnson,Continuous Multivariate Distributions Volume 1,2002 (被引用次数:13196)
Simon,Probability distributions involving Gaussian random variables: A handbook for engineers and scientists,2006 (被引用次数:397 )
Balakrishnan,Continuous Bivariate Distributions,2009 (被引用次数:8)
辛士波,对数正态分布相关理论及应用,2010