基本信息

书名:实验设计和分析

定价：129.00元

作者:(美)狄恩　著

出版社：世界图书出版公司

出版日期：2010_04_01

ISBN：9787510005619

字数：

页码：

版次：1

装帧：平装

开本：16开

商品重量：

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内容提要

Principles and Techniques、Design: Basic Principles and Techniques、The Art of Experimentation、Replication、Blocking、Randomization、Analysis: Basic Principles and Techniques、Planning Experiments、A Checklist for Planning Experiments、Real Experiment——Cotton_Spinning Experiment等等。

目录

Preface
1. Principles and Techniques
　1.1. Design: Basic Principles and Techniques
　　1.1.1. The Art of Experimentation
　　1.1.2. Replication
　　1.1.3. Blocking
　　1.1.4. Randomization
　1.2. Analysis: Basic Principles and Techniques
2. Planning Experiments
　2.1. Introduction
　2.2. A Checklist for Planning Experiments
　2.3. A Real Experiment——Cotton_Spinning Experiment
　2.4. Some Standard Experimental Designs
　　2.4.1. Completely Randomized Designs
　　2.4.2. Block Designs
　　2.4.3. Designs with Two or More Blocking Factors
　　2.4.4. Split_Plot Designs
　2.5. More Real Experiments
　　2.5.1. Soap Experiment
　　2.5.2. Battery Experiment
　　2.5.3. Cake_Baking Experiment
　Exercises
3. Designs with One Source of Variation
　3.1. Introduction
　3.2. Randomization
　3.3. Model for a Completely Randomized Design
　3.4. Estimation of Parameters
　　3.4.1. Estimable Functions of Parameters
　　3.4.2. Notation
　　3.4.3. Obtaining Least Squares Estimates
　　3.4.4. Properties of Least Squares Estimators
　　3.4.5. Estimation ofo2
　　3.4.6. Confidence Bound for ~r2
　3.5. One_Way Analysis of Variance
　　3.5.1. Testing Equality of Treatment Effects
　　3.5.2. Use of p_Values
　3.6. Sample Sizes
　　3.6.1. Expected Mean Squares for Treatments
　　3.6.2. Sample Sizes Using Power of a Test
　3.7. A Real Experiment——_Soap Experiment, Continued
　　3.7.1. Checklist, Continued
　　3.7.2. Data Collection and Analysis
　　3.7.3. Discussion by the Experimenter
　　3.7.4. Further Observations by the Experimenter
　3.8. Using SAS Software
　　3.8.1. Randomization
　　3.8.2. Analysis of Variance
　　Exercises
4. Inferences for Contrasts and Treatment Means
　4.1. Introduction
　4.2. Contrasts
　　4.2.1. Pairwise Comparisons
　　4.2.2. Treatment Versus Control
　　4.2.3. Difference of Averages
　　4.2.4. Trends
　4.3. Individual Contrasts and Treatment Means
　　4.3.1. Confidence Interval for a Single Contrast
　　4.3.2. Confidence Interval for a Single Treatment Mean
　　4.3.3. Hypothesis Test for a Single Contrast or Treatment Mean
　4.4. Methods of Multiple Comparisons
　　4.4.1. Multiple Confidence Intervals
　　4.4.2. Bonferroni Method for Preplanned Comparisons
　　4.4.3. Scheff6 Method of Multiple Comparisons
　　4.4.4. Tukey Method for All Pairwise Comparisons
　　4.4.5. Dunnett Method for Treatment_Versus_Control Comparisons
　　4.4.6. Hsu Method for Multiple Comparisons with the Best reatment
　　4.4.7. Combination of Methods
　　4.4.8. Methods Not Controlling Experimentwise Error Rate
　4.5. Sample Sizes
　4.6. Using SAS Software
　　4.6.1. Inferences on Individual Contrasts
　　4.6.2. Multiple Comparisons
　Exercises
5. Checking Model Assumptions
　5.1. Introduction
　5.2. Strategy for Checking Model Assumptions
　　5.2.1. Residuals
　　5.2.2. Residual Plots
　5.3. Checking the Fit of the Model
　5.4. Checking for Outliers
　5.5. Checking Independence of the Error Terms
　5.6. Checking the Equal Variance Assumption
　　5.6.1. Detection of Unequal Variances
　　5.6.2. Data Transformations to Equalize Variances
　　5.6.3. Analysis with Unequal Error Variances
　5.7. Checking the Normality Assumption
　5.8. Using SAS Software
　　5.8.1. Using SAS to Generate Residual Plots
　　5.8.2. Transforming the Data
　Exercises
6. Experiments with Two Crossed Treatment Factors
7. Several Crossed Treatment Factors
8. Polynomial Regression
9. Analysis of Covariance
10. Complete Block Designs
11. Incomplete Block Designs
12. Designs with Two Blocking Factors
13. Confounded Two_Level Factorial Experiments
14. Confounding in General Factorial Experiments
15. Fractional Factorial Experiments
16. esponse Surface Methodology
17. andom Effects and Variance Components
18. estde Models
19. plit_Plot Designs
A. ables
Bibliography
Index of Authors
Index of Experiments
Index of Subjects

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