THE LOCAL CONTINUITY MODULI FOR TWO CLASSES OF GAUSSIAN PROCESSES

§ 1　IntroductionLet{ W(t) } be the standard Wiener process,i.e.a Gaussian process with stationaryindependentincrements;EW(t) =0 and Cov(W(t) ,W(t s) ) =tfor all,t,s≥ 0 .CsorgoandRévész[1 ] gave the following local continuity modulus theorem for the Wiener process;lim supt→ 0 | W(t) | / (2 tlog log(1 / t) ) 1 / 2 =1 ,a.s. (1 )lim supt→ 0 sup0≤ s≤ t| W(s) | / (2 s log log(1 / s) ) 1 / 2 =1 .a.s. (2 )(“Local continuity modulus” was also called“another version of continuity m…     

Almost-sure path properties of fractional Brownian sheet

The almost sure sample function behavior of the vector-valued fractional Brownian sheet is investigated. In particular, the global and the local moduli of continuity of the sample functions are studied. These results give precise information about the continuity and the oscillation behavior of the sample functions.     

随机游动局部时的某些极限性质

Let X,X1,X2,...be i.i.d.random variables with EX2 δ<∞(for some δ>0).Consider a one-dimensional random walk S={Sn}n≥0,starting from S0=0.Let ξk]=x}.A strong approximation of ξ*(n) by the local time for Wiener process is presented and the limsup-type and liminf-type laws of iterated logarithm of the maximum local time ξ*(n) are obtained.Furthermore,the precise asymptotics in the law of iterated logarithm of ξ*(n) is proved.     

THE LAW OF THE ITERATED LOGARITHM OF THE KAPLAN-MEIER INTEGRAL AND ITS APPLICATION

For right censored data, the law of the iterated logarithm of the Kaplan-Meier integral is established. As an application, the authors prove the law of the iterated logarithm for weighted least square estimates of randomly censored linear regression model.     

A STRASSEN LAW OF THE ITERATED LOGARITHM FOR PROCESSES WITH INDEPENDENT INCREMENTS

Let X = {X(t), t ＞- 0} be a process with independent increments (PII) such that E|X(t)| = 0, Dx(t) ∧= E[X(t)^2 &lt; ∞, limt→∞ Dx(t)/t = 1,and there exists a majoring measure G for the jump △X of X. Under these assumptions, using rather a direct method, a Strassen‘s law of the iterated logarithm (Strassen LIL) is established. As some special cases, the Strassen LIL for homogeneous PII and for partial sum process of i.i.d, random variables are comprised.     

随机场下重对数律的渐近性

设{X,X_k,k∈z_+~d)是d维随机场独立同分布零均值的随机变量,如果E[X~2(log~+|X|)~(α+d-1)(log+log~+|X|)~β]<∞,则 其中Γ(·)为Gamma函数.由此回答了Gut和Spataru[4]在d=1时所提出的问题。     

高斯序列的最大值的几乎必然极限

本文研究了高斯序列{Xn}最大值的几乎必然极限。利用正态比较引理和对数平均,在有关协方差的某些条件下,得到了最大值的一个几乎必然极限定理.     

On the law of the iterated logarithm for Gaussian processes

We present some optimal conditions for the compact law of the iterated logarithm of a sequence of jointly Gaussian processes in different situations. We also discuss the local law of the iterated logarithm for Gaussian processes indexed by arbitrary index sets, in particular for self-similar Gaussian processes. We apply these results to obtain the law of the iterated logarithm for compositions of Gaussian processes. Research partially supported by NSF Grant DMS-93-02583.     

关于任意随机变量序列泛函的强极限定理

本文在k是固定的正整数，{fn}是R^k 1上的Borel可测函数列时，得到了任意随机变量序列{Xrn≥0}的泛函{fn(Xn-k,…,Xn)}的强极限定理，它是Chung的关于独立随机变量序列的强大数律的推广，作为推论，得到了k重非齐次马尔科夫链的一类强极限定理．     

多维OU型Markov过程常返性判别的一个充分条件

本文给出了多维ＯＵ型Ｍａｒｋｏｖ过程常返性判别的一个充分条件，并由此讨论了几类多维ＯＵ型Ｍａｒｋｏｖ过程的常返性，同时以一个实例说明了此条件不是多维ＯＵ型Ｍａｒｋｏｖ过程常返的必要条件。     

k-维Brown运动的泛函重对数定律

本文研究了k-维Brown运动的泛函样本轨道性质.利用了一致范数在高维连续函数空间生成的拓扑下建立大偏差公式的方法,获得了k-维Brown运动的泛函重对数定律.     

k－近邻回归估计的泛函中心极限定理

本文研究基于随机完全数据和删失数据回归函数的ｋ－近邻估计，在较为一般的条件下证明了估计序列作为由Ｓ（Ｓ　Ｒｄ）为指标集的随机过程序列依分布收敛到高斯过程。     

Chung-type Law of the Iterated Logarithm on l^P-valued Gaussian Processes

By estimating small ball probabilities for l^P-valued Gaussian processes, a Chung-type law of the iterated logarithm of l^P-valued Gaussian processes is given.     

任意随机变量序列泛函的强极限定理(Ⅱ)

当{Xn，n≥0}是任意随机变量序列，fn(x0，…，xn)(n≥1)是R^n 1上有界Borel可测函数时，利用鞅的理论，建立了泛函序列{fn(X0，…，Xn)，n≥1)的强极限定理，作为推论，得出了关于任意随机变量序列到达某些Borel可测集的频率与条件概率之间的关系．     

关于图值随机元序列的强极限定理

本文研究在局部连通图中取值的随机元的r-阶均值集、r-阶广义样本均值集的基本性质及其极限性质.利用关于随机元的分离引理以及随机游动的常返性,得到了关于图值随机元序列广义强大数定理.推广了已有的结果.     

Small ball probabilities for Gaussian processes with stationary increments under Hölder norms

Small ball probabilities are estimated for Gaussian processes with stationary increments when the small balls are given by various Hölder norms. As an application we establish results related to Chung's functional law of the iterated logarithm for fractional Brownian motion under Hölder norms. In particular, we identify the points approached slowest in the functional law of the iterated logarithm.Supported in part by NSF Grant DMS-9024961.     

THE RAZUMIKHIN TYPE THEOREMS OF STABILITY AND BOUNDEDNESS FOR FUNCTIONAL DIFFERENTIAL EQUATIONS WITH INFINITE DELAY

LetR"bethen-dimensionalrealspace,andBCbethesetofallboundedandcolltinuousfunctionsdefinedon(--co,0]withvaluesinRe.FOranypinBC,letlaal=supIg(0)I.Then(BC,I'l)isaBanachspace.F'Orally6相似文献   

The low of the iterated logarithm for empirical processes under absolute regularity

The compact law of the iterated logarithm for empirical processes whose underlying sequence satisfies a -mixing condition is considered. In particular, we show a compact law of the iterated logarithm for VC subgraph classes of functions, for classes of functions which satisfy the bracketing condition in Doukhanet al. ⁽⁶⁾ and for some classes of smooth functions.Research partially supported by NSF Grant DMS-93-02583.     

Laws of the iterated logarithm for partial sum processes indexed by functions

We establish a bounded and a compact law of the iterated logarithm for partial sum processes indexed by classes of functions. We assume a growth condition on the metric entropy under bracketing. Examples show that our results are sharp. As a corollary we obtain new results for weighted sums of independent identically distributed random variables.     

關於有一無限極限的一個函數的窣锇Ъ墧祵墩笖悼偤托

<正> 1.我們已經證明開於有一無限極限的一個單調函數的福里哀級數對於负指數(c,r)總和性的情形的定理,很自然地,人們還要問起:對於正指數的情形是怎麼樣?現在進行討論如下.