概率统计高级教程

概率统计高级教程

(美) 源亨 (Nguyen,H.T.) , (美) 王通惠, 编著

出版社:清华大学出版社

年代:2009

定价:45.0

书籍简介:

本书是两卷本教材《概率统计高级教程》的第2卷,重点讲授统计学的理论和方法。

书籍目录:

Preface

1 An Invitation to Statistics

1.1 A Motivating Example

1.2 Generalities on Survey Sampling

1.3 Statistical Data

1.4 Statistical Models

1.5 Some Computational Statistics

1.6 Exercises

2 Sampling Distributions

2.1 Sampling from a Bernoulli Population

2.2 Sampling from a Normal Population

2.3 Sampling from an Exponential Population

2.4 Order StatisticS

2.5 Distributions of Quadratic Forms

2.6 Exercises

3 Data Reduction

3.1 Sufficient Statistics

3.2 Complete Statistics

3.3 Exponential and Location-scale Families

3.4 Exercises

4 Estimation

4.1 Point Estimation

4.2 The Best Unbiased Estimation

4.3 Fisher Information and Efficiency

4.4 Two Methods of Finding Estimators

4.5 Confidence Sets

4.6 Bayes Estimation

4.7 Exercises

5 Large Sample Estimation

5.1 Consistency

5.2 Asymptotic Normality

5.3 Asymptotic Normality of Maximum Likelihood Estimators

5.4 Asymptotic Efficiency

5.5 Large Sample Interval Estimation

5.6 Robust Estimation

5.7 Exercises

6 Tests of Statistical Hypotheses

7 Nonparametric Statistical Inference

A Common Distributions

B Some Common Statistical Tables

Bibliography

Index

内容摘要:

· This is an update Text book for beginning graduate students in Mathematics, Probability and Statistics, Engineering, Computer Sciences, Mathematical Economics   
· It distinguishes from all existing texts on the subject from its pedagogical spirit, namely, motivations before mathematics; mathematics tools are only introduced when needed and motivated   
· All theoretical results are proved in a friendly fashion   
· Teaching the students, not only the concepts and possible applications, but also guiding the students with proof techniques   
· This series will help students to learn with full understanding and appreciation of the subject   
· It will provide interested students with solid background for research

书籍规格:

书籍详细信息
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9787302195016
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出版地北京出版单位清华大学出版社
版次1版印次1
定价(元)45.0语种简体中文
尺寸26装帧平装
页数印数 2000

书籍信息归属:

概率统计高级教程是清华大学出版社于2009.03出版的中图分类号为 C8 ,O21 的主题关于 概率论-教材 ,数理统计-教材 ,统计学-教材 的书籍。