عنوان

von Mises Calculus For Statistical Functionals

شابک

9780387908991

شابک

9781461256045

شماره

dltt

عنوان اصلي

von Mises Calculus For Statistical Functionals

نام عام مواد

[Book]

نام نخستين پديدآور

by Luisa Turrin Fernholz.

محل نشرو پخش و غیره

New York, NY :

نام ناشر، پخش کننده و غيره

Springer New York,

تاریخ نشرو بخش و غیره

1983.

عنوان فروست

Lecture Notes in Statistics,

مشخصه جلد

19

شاپا ي ISSN فروست

0930-0325 ;

متن يادداشت

I. Introduction -- II. Von Mises' Method -- 2.1 Statistical functionals -- 2.2 Von Mises expansions -- 2.3 Frééchet derivatives -- III. Hadamard Differentiation -- 3.1 Definitions of differentiability -- 3.2 An implicit function theorem -- IV. Some Probability Theory on C[0,1] and D[0,1] -- 4.1 The spaces C[0,1] and D[0,1] -- 4.2 Probability theory on C[0,1] -- 4.3 Probability theory on D[0,1] -- 4.4 Asymptotic Normality -- V. M-, L-, and R-Estimators -- 5.1 M-estimators -- 5.2 L-estimators -- 5.3 R-estimators -- 5.4 Modifications of elements of D[0,1] -- VI. Calculus on Function Spaces -- 6.1 Differentiability theorems -- 6.2 An implicit function theorem for statistical functionals -- VII. Applications -- 7.1 M-estimators -- 7.2 L-estimators -- 7.3 R-estimators -- 7.4 Functionals on C[0,1]: sample quantiles -- 7.5 Truncated d.f.'s and modified estimators -- VIII. Asymptotic Efficiency -- 8.1 Asymptotic efficiency and Hadamard differentiability -- 8.2 Asymptotically efficient estimators of location -- References -- List of symbols.

بدون عنوان

0

متن يادداشت

About forty years ago, Richard von Mises proposed a theory for the analysis of the asymptotic behavior of nonlinear statistical functionals based on the differentiability properties of these functionals. His theory was largely neglected until the late 1960's when it experienced a renaissance due to developments in the field of robust statistics. In particular, the "Volterra" derivative used by von Mises evolved into the influence curve, which was used to provide information about the sensi ti vity of an estimator to outliers, as well as the estimator's asymptot ic variance. Moreover, with the "Princeton Robustness Study" (Andrews et al. (1972)), there began a proliferation of new robust statistics, and the formal von Mises calculations provided a convenient heuristic tool for the analysis of the asymptotic distributions of these statistics. In the last few years, these calculations have been put in a more rigorous setting based on the Frechet and Hadamard, or compact, derivatives. The purpose of these notes is to provide von Mises' theory with a rig orous mathematical framework which is sufficiently straightforward so that it can be applied routinely with little more effort than is required for the calculation of the influence curve. The approach presented here is based on the Hadamard derivative and is applicable to diverse forms of sta tistical functionals.

شماره استاندارد بين المللي کتاب و موسيقي

9780387908991

عنوان

Springer eBooks

موضوع مستند نشده

Statistics.

مستند نام اشخاص تاييد نشده

Fernholz, Luisa Turrin.

مستند نام تنالگان تاييد نشده

SpringerLink (Online service)

تاريخ عمليات

20190307163100.0

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y