一本基于matlab的数理统计电子书-Crc Press - Computational Statistics Handbook With Matlab -.part4.rar

所需积分/C币:24 2019-08-14 17:19:25 561KB RAR
26
收藏 收藏
举报

一本基于matlab的数理统计电子书-Crc Press - Computational Statistics Handbook With Matlab -.part4.rar 希望对大家有所帮助:) 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 MATLAB 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 Multivariate Normal 2.6 MATLAB 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 MATLAB 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 4.5 MATLAB Code 4.6 Further Reading Exercises Chapter 5 Exploratory Data Analysis 5.1 Introduction 5.2 Exploring Univariate Data Histograms Stem-and-Leaf Quantile-Based Plots - Continuous Distributions Q-Q Plot Quantile

...展开详情
立即下载 低至0.43元/次 身份认证VIP会员低至7折
一个资源只可评论一次,评论内容不能少于5个字
您会向同学/朋友/同事推荐我们的CSDN下载吗?
谢谢参与!您的真实评价是我们改进的动力~
关注 私信
上传资源赚钱or赚积分
最新推荐
一本基于matlab的数理统计电子书-Crc Press - Computational Statistics Handbook With Matlab -.part4.rar 24积分/C币 立即下载
1/0