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1.
固定设计下半参数回归模型估计的强相合性   总被引:11,自引:0,他引:11  
胡舒合 《数学学报》1994,37(3):393-401
对于半参数模型yi(T)=βxi(T)+g(ti(T))+εi(T),本文综合最小二乘和一般的非参数估计方法,定义了β,g的估计量βT,gT,在适当条件下证明了它们的强相合性,  相似文献   

2.
半参数回归的线性小波光滑   总被引:20,自引:0,他引:20  
考虑半参数回归模型上未知函数,yi=x_iβ+g(ti)+ei,1≤i≤n,g(·)为R~1上未知参数,β∈R~p为待估参数, Antoniads[3]中给出了非参数回归模型的小波估计,借鉴[3]我们利用偏残差法给出了β、g(·)的小波估计β、g(·).本文研究了β、g(·)的弱相合性及它们偏差和方差的渐近性质,并且得到了β的渐近正态性.  相似文献   

3.
对于固定设计下的半参数回归模型:y_i=xiβ+g(ti)+ei,i=1,…,n.其中{ei}为独立随机误差序列(不必同分布),且Eei=0,Eei2=σ_i~2>0.对完全和截尾样本,仿文献[2]给出了β、g(·)的估计量,并证明了他们的强相合性.  相似文献   

4.
矩阵方程AXB=C的通解   总被引:4,自引:0,他引:4  
本文给出了矩阵方程 A_(m×n)X_(n×5)B_(s×)=C_(m×t)有解且有无穷解的通解表达式 X=C~(**)+[k_(11)ξ_1~T+…+k_(1(n-r))ξ_(n-r)~T+……k_(s1)ξ_1~T+…+k_(s(n-r))ξ_(n-r)~T] +[P_(11)η_1+…+P_(1(s-1))η_(s-1)……P_(n1)η_1+…P_(n(s-1))η_(s-1)]~T(其中k_(ij);P_(ij)为任意常数;ξ_1…,ξ_(n-r);η_1…,η_(s-1)分别为A_(m×n)X_(n×1)=0;X_(1×s)B_(s×t)=0的一个基础解系,C~(**)为AXB=C的一个特解)及利用矩阵初等变换求其通解的方法.  相似文献   

5.
固定设计下半参数回归模型的参数估计的Bootstrap逼近   总被引:5,自引:0,他引:5  
考虑固定设计下的半参数回归模型: y_i=x_iβ+g(t_i)+ e _i,i =1, 2,…; n. 对利用一般非参数估计法结合最小二乘法得到的参数分量β和误差方差σ~2的估计量β_n和σ_n~2,通 过重抽样的方法构造了β_n和σ_n~2的 Bootstrap统计量β_n~*和 σ_n~(*2),并证明了在给定原样本的条件下,n~(1/2) (β_n-β_n)和(σ_n~(*2)-σ_n~2)分别与n~(1/2)(β_n-β)和n~(1/2)(σ_n~2-σ~2)有相同的渐近分布.  相似文献   

6.
一类新的半参数回归模型中的相合估计   总被引:5,自引:0,他引:5  
胡舒合 《数学学报》1997,40(4):527-536
对一类新的半参数回归模型本文综合最小二乘和权函数估计方法,定义了β,g的估计量β_(m,n)和g_(m,n)(x),在简洁合理的条件下,证明了它们具有强相合性与r(>2)阶平均相合性。  相似文献   

7.
NA样本下部分线性模型中估计的强相合性   总被引:9,自引:0,他引:9  
考虑回归模型:yi=xiβ+g(ti)+σiei,1<i<n,其中σ_i~2=f(ui),(xi,ti,ui)是固定非随机设计点列,f(·)和g(·)是未知函数,β是待估参数,误差{ei}为NA变量.我们对β的最小二乘估计βn和加权最小二乘估计Bn,在适当的条件下得到了它们的强相合性.  相似文献   

8.
设半参数回归模型Y(n)i=β·x(n)i+g(t(n)i)+E(n)i,i=1,2,…,n,本文由最小二乘法和一般加权方法定义的β、g(t)的估计量βn,gn(t),在误差为鞅差序列下获得了βn,gn(t)的r(≥2)阶平均相合性.  相似文献   

9.
研究了一类半参数回归模型,利用最小二乘法和小波估计法给出了未知参数β和未知函数g(.)的估计.在误差序列为ψ-混合或φ-混合下得到了^β的强相合性,给出了^g(.)的一致强相合性和r阶矩相合性.  相似文献   

10.
对半参数模型Ynt=β·tni+g(xni)+εni,(1≤i≤n),利用一般权函数并综合最小二乘法,定义了β,g的估计量βn,gn.在误差为线性过程时,获得了βn和gn的r阶矩相合性及gn的渐进正态性.  相似文献   

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Schr(o)dinger operator is a central subject in the mathematical study of quantum mechanics.Consider the Schrodinger operator H = -△ V on R, where △ = d2/dx2 and the potential function V is real valued. In Fourier analysis, it is well-known that a square integrable function admits an expansion with exponentials as eigenfunctions of -△. A natural conjecture is that an L2 function admits a similar expansion in terms of "eigenfunctions" of H, a perturbation of the Laplacian (see [7], Ch. Ⅺ and the notes), under certain condition on V.  相似文献   

13.
We study a class of self-similar processes with stationary increments belonging to higher order Wiener chaoses which are similar to Hermite processes. We obtain an almost sure wavelet-like expansion of these processes. This allows us to compute the pointwise and local Hölder regularity of sample paths and to analyse their behaviour at infinity. We also provide some results on the Hausdorff dimension of the range and graphs of multidimensional anisotropic self-similar processes with stationary increments defined by multiple Wiener–Itô integrals.  相似文献   

14.
It is considered the class of Riemann surfaces with dimT1 = 0, where T1 is a subclass of exact harmonic forms which is one of the factors in the orthogonal decomposition of the spaceΩH of harmonic forms of the surface, namely The surfaces in the class OHD and the class of planar surfaces satisfy dimT1 = 0. A.Pfluger posed the question whether there might exist other surfaces outside those two classes. Here it is shown that in the case of finite genus g, we should look for a surface S with dimT1 = 0 among the surfaces of the form Sg\K , where Sg is a closed surface of genus g and K a compact set of positive harmonic measure with perfect components and very irregular boundary.  相似文献   

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正Applied Mathematics-A Journal of Chinese Universities,Series B(Appl.Math.J.Chinese Univ.,Ser.B)is a comprehensive applied mathematics journal jointly sponsored by Zhejiang University,China Society for Industrial and Applied Mathematics,and Springer-Verlag.It is a quarterly journal with  相似文献   

17.
正Journal overview:Journal of Mathematical Research with Applications(JMRA),formerly Journal of Mathematical Research and Exposition(JMRE)created in 1981,one of the transactions of China Society for Industrial and Applied Mathematics,is a home for original research papers of the highest quality in all areas of mathematics with applications.The target audience comprises:pure and applied mathematicians,graduate students in broad fields of sciences and technology,scientists and engineers interested in mathematics.  相似文献   

18.
A cumulative-capacitated transportation problem is studied. The supply nodes and demand nodes are each chains. Shipments from a supply node to a demand node are possible only if the pair lies in a sublattice, or equivalently, in a staircase disjoint union of rectangles, of the product of the two chains. There are (lattice) superadditive upper bounds on the cumulative flows in all leading subrectangles of each rectangle. It is shown that there is a greatest cumulative flow formed by the natural generalization of the South-West Corner Rule that respects cumulative-flow capacities; it has maximum reward when the rewards are (lattice) superadditive; it is integer if the supplies, demands and capacities are integer; and it can be calculated myopically in linear time. The result is specialized to earlier work of Hoeffding (1940), Fréchet (1951), Lorentz (1953), Hoffman (1963) and Barnes and Hoffman (1985). Applications are given to extreme constrained bivariate distributions, optimal distribution with limited one-way product substitution and, generalizing results of Derman and Klein (1958), optimal sales with age-dependent rewards and capacities.To our friend, Philip Wolfe, with admiration and affection, on the occasion of his 65th birthday.Research was supported respectively by the IBM T.J. Watson and IBM Almaden Research Centers and is a minor revision of the IBM Research Report [6].  相似文献   

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