没有合适的资源?快使用搜索试试~ 我知道了~
首页Crc Press - Computational Statistics Handbook With Matlab.pdf
Crc Press - Computational Statistics Handbook With Matlab.pdf
需积分: 10 13 下载量 184 浏览量
更新于2023-03-03
评论
收藏 4.78MB PDF 举报
Crc Press - Computational Statistics Handbook With Matlab.pdf Wendy L. Martinez Angel R. Martinez
资源详情
资源评论
资源推荐
CHAPMAN & HALL/CRC
Computational
Statistics
Handbook with
MATLAB
®
Wendy L. Martinez
Angel R. Martinez
Boca Raton London New York Washington, D.C.
© 2002 by Chapman & Hall/CRC
This book contains information obtained from authentic and highly regarded sources. Reprinted material
is quoted with permission, and sources are indicated. A wide variety of references are listed. Reasonable
efforts have been made to publish reliable data and information, but the author and the publisher cannot
assume responsibility for the validity of all materials or for the consequences of their use.
Neither this book nor any part may be reproduced or transmitted in any form or by any means, electronic
or mechanical, including photocopying, microfilming, and recording, or by any information storage or
retrieval system, without prior permission in writing from the publisher.
The consent of CRC Press LLC does not extend to copying for general distribution, for promotion, for
creating new works, or for resale. Specific permission must be obtained in writing from CRC Press LLC
for such copying.
Direct all inquiries to CRC Press LLC, 2000 N.W. Corporate Blvd., Boca Raton, Florida 33431.
Trademark Notice:
Product or corporate names may be trademarks or registered trademarks, and are
used only for identification and explanation, without intent to infringe.
Visit the CRC Press Web site at www.crcpress.com
© 2002 by Chapman & Hall/CRC
No claim to original U.S. Government works
International Standard Book Number 1-58488-229-8
Printed in the United States of America 1 2 3 4 5 6 7 8 9 0
Printed on acid-free paper
Library of Congress Cataloging-in-Publication Data
Catalog record is available from the Library of Congress
2298/disclaimer Page 1 Wednesday, August 22, 2001 2:50 PM
To
Edward J. Wegman
Teacher, Mentor and Friend
© 2002 by Chapman & Hall/CRC
Table of Contents
Preface
Chapter 1
Introduction
1.1 What Is Computational Statistics?
1.2 An Overview of the Book
Philosophy
What Is Covered
A Word About Notation
1.3 M
ATLAB
Code
Computational Statistics Toolbox
Internet Resources
1.4 Further Reading
Chapter 2
Probability Concepts
2.1 Introduction
2.2 Probability
Background
Probability
Axioms of Probability
2.3 Conditional Probability and Independence
Conditional Probability
Independence
Bayes Theorem
2.4 Expectation
Mean and Variance
Skewness
Kurtosis
2.5 Common Distributions
Binomial
Poisson
Uniform
Normal
Exponential
Gamma
Chi-Square
Weibull
Beta
© 2002 by Chapman & Hall/CRC
viii Computational Statistics Handbook with M
ATLAB
Multivariate Normal
2.6 M
ATLAB
Code
2.7 Further Reading
Exercises
Chapter 3
Sampling Concepts
3.1 Introduction
3.2 Sampling Terminology and Concepts
Sample Mean and Sample Variance
Sample Moments
Covariance
3.3 Sampling Distributions
3.4 Parameter Estimation
Bias
Mean Squared Error
Relative Efficiency
Standard Error
Maximum Likelihood Estimation
Method of Moments
3.5 Empirical Distribution Function
Quantiles
3.6 M
ATLAB
Code
3.7 Further Reading
Exercises
Chapter 4
Generating Random Variables
4.1 Introduction
4.2 General Techniques for Generating Random Variables
Uniform Random Numbers
Inverse Transform Method
Acceptance-Rejection Method
4.3 Generating Continuous Random Variables
Normal Distribution
Exponential Distribution
Gamma
Chi-Square
Beta
Multivariate Normal
Generating Variates on a Sphere
4.4 Generating Discrete Random Variables
Binomial
Poisson
Discrete Uniform
© 2002 by Chapman & Hall/CRC
剩余583页未读,继续阅读
mvgarnett
- 粉丝: 4
- 资源: 12
上传资源 快速赚钱
- 我的内容管理 收起
- 我的资源 快来上传第一个资源
- 我的收益 登录查看自己的收益
- 我的积分 登录查看自己的积分
- 我的C币 登录后查看C币余额
- 我的收藏
- 我的下载
- 下载帮助
会员权益专享
最新资源
- RTL8188FU-Linux-v5.7.4.2-36687.20200602.tar(20765).gz
- c++校园超市商品信息管理系统课程设计说明书(含源代码) (2).pdf
- 建筑供配电系统相关课件.pptx
- 企业管理规章制度及管理模式.doc
- vb打开摄像头.doc
- 云计算-可信计算中认证协议改进方案.pdf
- [详细完整版]单片机编程4.ppt
- c语言常用算法.pdf
- c++经典程序代码大全.pdf
- 单片机数字时钟资料.doc
- 11项目管理前沿1.0.pptx
- 基于ssm的“魅力”繁峙宣传网站的设计与实现论文.doc
- 智慧交通综合解决方案.pptx
- 建筑防潮设计-PowerPointPresentati.pptx
- SPC统计过程控制程序.pptx
- SPC统计方法基础知识.pptx
资源上传下载、课程学习等过程中有任何疑问或建议,欢迎提出宝贵意见哦~我们会及时处理!
点击此处反馈
安全验证
文档复制为VIP权益,开通VIP直接复制
信息提交成功
评论0