概率统计中的极限理论及其应用
图书信息
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