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概率统计中的极限理论及其应用




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书名:概率统计中的极限理论及其应用

出版社: 高等教育出版社; 第1版 (2007年1月1日)

外文书名: asymptotic theory in probability and statistics with applications

精装: 533页

正文语种: 英语

开本: 16

isbn: 9787040221527

条形码: 9787040221527

商品尺寸: 22.8 x 15.4 x 2.8 cm

商品重量: 798 g

品牌: 高等教育出版社

内容简介


《概率统计中的极限理论及其应用(英文版)》主要内容:Thisvolumeisacollectionof18papersonasymptotictheoryinprobability,statisticsandtheirapplicationstoawidevarietyofproblems.Itcontainsthreeparts,limittheorems,statisticsandapplications,mathematicalfinanceandInsurance.Mostpapersaresurveypapersandthevolumeisintendedforgraduatestudentsinprobabilityandstatisticsandresearchersinrelatedareas.

目录


Part Ⅰ: Limit Theorems.

Self-normalized Limit Theorems in Probability and Statistics

Asymptotic Analysis of Random Partitions

Limit Theorems on Adaptive Designs in Clinical Trials

Functional Limit Theorems for Gaussian Processes

Strong Local Nondeterminism and Sample Path Properties of Gaussian Random Fields

Large Deviations for Two-Parameter Gaussian Processes Related to Change-Point Analysis

Intersection Local Times: Large Deviations and Laws of the Iterated Logarithm

Limit Theorems for U-Statistics

Part Ⅱ: Statistics and Applications

On the Inverse Problem for the t-Statistic

Statistical Analysis for Rounded Data

Piecewise Regression Models: Estimation Theory and Applications

Estimation in Partially Linear Models With Missing Data: A Review

Asymptotic Methods in Nonlinear Time Series Models

Nonparametric Classification and Probabilistic Classifier with Environmental and Remote Sensing Applications

Mixed Linear Model Approaches for Complex Trait Analysis

Part Ⅲ: Mathematical Finance and Insurance

Inference and Computation for Stochastic Volatility Models Related to Option Pricing

A Selective Overview of Applications of Choquet Integrals

Some Recent Developments in Actuarial Science