四元数非中心χ~2分布,t分布,F分布及性质

补充四元数线性变换下四元数正态分布的性质 ,给出四元数非中心 χ2 分布 ,t分布 ,F分布的定义 ,导出密度函数及其性质 ,并研究四元数正态分布条件下样本均值及方差的分布 .     

四元数Beta分布、F分布及其特征根分布

本文利用外积、外微分式运算作工具，推导出四元数Beta分布、F分布及其特征根分布的密度函数。     

四元数非中心Wishart分布及其特征根分布

利用四元数矩阵变元的带状多项式定义及性质推导出四元数非中心 Wishart分布及其特征根分布     

四元数非中心Wishart分布及其特征分布

利用四元数矩阵变元的带状多项式定义及性质推导出四元数非中心Wishart分布及其特征根分布。     

广义非中心x^2分布的密度函数

在多元统计分析中,经典样本理论向非正态样本发展时,椭球等高分布族理论被建立,八十年代初期已有学讨论了广义中心x^2分布的定义和分布问题,本导出了广义非中心x^2分布的精确表达式。     

矩阵非中心Г—分布

本文定义了矩阵形式的非中心Г－分布，它将常见的一元Ｇａｍｍａ分布，非中心ｘ＾２－分布，和多元分析中的中心Ｗｉｓｈａｒｔ分布，非中心Ｆ－分布等纳入一个整体，进而推导了它的特征函数与特征根的分布密度函数，为一些检验奠定了基础。     

四元数矩阵的行列式及其性质

本文定义了任意四元数方阵的行列式，并且讨论了行列式的性质。     

四元数矩阵实表示的基本性质及应用

在四元数实矩阵表示的基础上,给出了四元数矩阵的相同表示,利用友向量的概念,给出了这种实表示的性质,并进一步研究了四元数力学中的系列数值计算问题.     

四元数正则函数的某些函数论性质

四元数分析是单复变函数理论在高维空间的最自然的推广,已经被应用于数学物理和工程技术中的一些问题研究中,但是其很多理论还需要建立和完善.本文讨论了四元数分析中的正则函数的某些函数论性质,推广了单复变中的解析函数相关理论.     

Noncentral elliptical configuration density

The noncentral configuration density, derived under an elliptical model, generalizes and corrects the Gaussian configuration and some Pearson results. Partition theory is then used to obtain explicit configuration densities associated with matrix variate symmetric Kotz type distributions (including the normal distribution), matrix variate Pearson type VII distributions (including t and Cauchy distributions), the matrix variate symmetric Bessel distribution (including the Laplace distribution) and the matrix variate symmetric Jensen-logistic distribution.     

广义非中心Wishart分布

设Z是n×m随机矩阵(n>m),它具有椭球等高分布Z～LEC_n×m(M,Σ,φ),Σ>0,其密度函数为     

Circular Law for Noncentral Random Matrices

Let (X _jk )_j,k≥1 be an infinite array of i.i.d. complex random variables with mean 0 and variance 1. Let λ _n,1,…,λ _n,n be the eigenvalues of \((\frac{1}{\sqrt{n}}X_{jk})_{1\leqslant j,k\leqslant n}\). The strong circular law theorem states that, with probability one, the empirical spectral distribution \(\frac{1}{n}(\delta _{\lambda _{n,1}}+\cdots+\delta _{\lambda _{n,n}})\) converges weakly as n→∞ to the uniform law over the unit disc {z∈?,|z|≤1}. In this short paper, we provide an elementary argument that allows us to add a deterministic matrix M to (X _jk )_{1≤ j,k ≤ n} provided that Tr(MM ^*)=O(n ²) and rank(M)=O(n ^α ) with α<1. Conveniently, the argument is similar to the one used for the noncentral version of the Wigner and Marchenko–Pastur theorems.     

Quaternion Fourier Transform on Quaternion Fields and Generalizations

We treat the quaternionic Fourier transform (QFT) applied to quaternion fields and investigate QFT properties useful for applications. Different forms of the QFT lead us to different Plancherel theorems. We relate the QFT computation for quaternion fields to the QFT of real signals. We research the general linear (GL) transformation behavior of the QFT with matrices, Clifford geometric algebra and with examples. We finally arrive at wide-ranging non-commutative multivector FT generalizations of the QFT. Examples given are new volume-time and spacetime algebra Fourier transformations. I thank my family and FTHD organizer S.L. Eriksson. Soli Deo Gloria     

Bayesian Inference in the Noncentral Student-t Model

This article takes up Bayesian inference in linear models with disturbances from a noncentral Student-t distribution. The distribution is useful when both long tails and asymmetry are features of the data. The distribution can be expressed as a location-scale mixture of normals with inverse weights distributed according to a chi-square distribution. The computations are performed using Gibbs sampling with data augmentation. An empirical application to Standard and Poor's stock returns indicates that posterior odds strongly favor a noncentral Student-t specification over its symmetric counterpart.     

四元数矩阵的实表示与四元数矩阵方程

四元数矩阵与四元数矩阵方程在力学和工程问题的理论研究和实际数值计算中都起到重要的作用.该文借助四元数矩阵的实表示方法,研究了一般四元数矩阵方程AXB-CYD=E的解的问题,给出了一种求解四元数矩阵方程的算法技巧.该文还得到了四元数矩阵的Roth's定理.     

On the Quaternion Ball and the Quaternion Projective Space

Since the quaternion ball was used to study the AdS/CFT problems tor spinor fields, it is worthwhile to study further the geometry （in sense of Klein） and analysis on it and on its extended space （in the sense of Behnke-Thullen）, the quaternion projective space.     

Noncentral quadratic forms of the skew elliptical variables

In this paper the quadratic forms in the skew elliptical variables are studied. A family of the noncentral generalized Dirichlet distributions is introduced and their distribution functions and probability density functions are obtained. The moment generating functions of the quadratic forms in the skew normal variables are obtained. Sufficient and necessary conditions for the quadratic forms in the skew normal variables to have the noncentral generalized Dirichlet distributions are obtained. This leads to the noncentral Cochran's Theorem for the skew normal distribution.     

Commutative Quaternion Matrices

In this study, we introduce the concept of commutative quaternions and commutative quaternion matrices. Firstly, we give some properties of commutative quaternions and their fundamental matrices. After that we investigate commutative quaternion matrices using properties of complex matrices. Then we define the complex adjoint matrix of commutative quaternion matrices and give some of their properties.