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工程师和科学家实用统计分析 用户手册 -基于计算机的方法PDF|Epub|txt|kindle电子书版本网盘下载

工程师和科学家实用统计分析 用户手册 -基于计算机的方法
  • J.Wesley Barnes 著
  • 出版社： 北京：清华大学出版社
  • ISBN：7900641971
  • 出版时间：2002
  • 标注页数：155页
  • 文件大小：3MB
  • 文件页数：163页
  • 主题词：

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图书目录

Ⅰ．Introduction1

CONTENTSPREFACE5

Ⅱ．Simulation of a Finite Discrete Sample Space8

Ⅲ．Evaluating Factorials,Permutations, Combinations12

Ⅳ．Distribution Evaluators13

A．Continuous Distribution Evaluators:The Uniform,Normal,Exponential,Gamma,Chi-Square,t,F,Lognormal,Beta,and Weibull Distributions14

B．Discrete Distribution Evaluators:The Binomial,Hypergeometric,Poisson,Geometric,and Negative Binomial Distributions17

Ⅴ．Plotting Probability Distribution Functions and Other Univariate Functions19

A．Plotting the Probability Distribution Functions of Tables 3.2 and 4.119

B．Plotting a User-Specified Continuous Probability Distribution Function or Any User-Specified Continuous Univariate Function27

C．Plotting a User-Specified Discrete Probability Distribution Function34

Ⅵ．Convolution and Transformation of Discrete Probability Distributions38

A．Transformation of User-Specified Discrete Probability Distributions40

B．Convolution and Power Transformation of User-Specified Discrete Probability Distributions44

Ⅶ．Basic Analysis of a User-Provided Data Set62

Ⅷ．Simulation of the Probability Distributions of Tables 3.2 and 4.167

Ⅸ．The Setting of Confidence Intervals70

A．Confidence Intervals for One Mean71

B．Confidence Intervals for One Variance72

C．Confidence Intervals for One Proportion73

Ⅹ．The Performance of Hypothesis Tests74

A．Hypothesis Tests for One Mean75

B．Hypothesis Tests for One Variance77

C．Hypothesis Tests for One Proportion79

D．Hypothesis Tests for Two Means80

E．Hypothesis Tests for Two Variances82

F．Hypothesis Tests for Two Proportions83

Ⅺ．The Formulation of Operating Characteristic Curves for Tests of Hypotheses84

A．Operating Characteristic Curves for Hypothesis Tests about Means85

B．Operating Characteristic Curves for Hypothesis Tests about One Variance87

C．Operating Characteristic Curves for Hypothesis Tests about Two Variances90

D．Operating Characteristic Curves for Hypotheses Tests about One Proportion91

E．Beta Errors for Hypothesis Tests about Two Proportions93

Ⅻ．Regression Analysis94

A．Bivariate Regression Analysis95

B．Multivariate Regression Analysis101

C．Transformation of Regression Data107

ⅩⅢ．Analysis of Variance111

A．One-Factor Completely Randomized Analysis of Variance111

B．Two-Factor Blocked Analysis of Variance115

C．Two-Factor Factorial Analysis of Variance117

D．Three-Factor Factorial Analysis of Variance119

E．Operating Characteristic Curves for Analysis of Variance121

ⅩⅣ．Statistical Quality Control123

A．The？-R Chart123

B．Thep Chart126

C．Operating Characteristic Curves for Single Sampling Plans128

ⅩⅤ．The x2 Goodness of Fit Test and Distribution Free Methods131

A．The x2 Goodness of Fit Test131

B．The Wilcoxon Signed Rank Test133

C．The Wilcoxon Rank Sum Test Program135

D．The Kruskal-Wallis Test137

ⅩⅥ．The Full-Screen Data Editor139

AppendixesA．Structure of the Data Sets Used by the Programs in the Library143

B．List of Programs153

List of Data Files155

C．Extension Names for Data Files156

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