作者:Douglas C. MontgomeryDouglas C. Montgomery,亞利桑那州立大學工業(yè)與管理系統(tǒng)工程教授。美國統(tǒng)計學會、工業(yè)工程學會、質(zhì)量控制學會會士。Montgomery不僅在統(tǒng)計學許多研究領域都做出了突出的貢獻,還愛IBM、可口可樂、波音、摩托羅拉等著名公司之邀,將統(tǒng)計方法應用于半導體、醫(yī)療設備、生物技術等領域的眾多實際項目。除本書外,他還著有11本暢銷統(tǒng)計教材。
圖書目錄
Chpter1 Introduction 1.1 Strategy of Experimentation 1.2 Some Typical Applications of Experimental Design 1.3 Basic Principles 1.4 Guidelines for Desiging Experiments 1.5 A Brief History of Statistical Design 1.6 Summary:Using Statistical Techniques in Experimentation 1.7 Problems Chapter2 Simple Comparative Experiments 2.1 Introduction 2.2 Basic Statical Concepts 2.3 Sampling and Sampling Distributions 2.4 Inferences about the Differenecs in Means,Randomized Designs 2.5 Inferences about the Differences in Means,Paired Comparison Designs 2.6 Inferences about the Variances of Normal Distributions 2.7 Problems Chapter3 Experiments with a Single Factor:The Analysis of Variance 3.1 An Example 3.2 The Analysis of Variance 3.3 Analysis of the Fixed Effects Model 3.4 Model Adequacy Checking 3.5 Practical Interpretation of Results 3.6 Sample Computer Output 3.7 Determining Sample Size 3.8 Discovering Dispersion Effects 3.9 The Regression Approach to the Analysis of Variance 3.10 Nonparametric Methods in the Analysis of Variance 3.11 Problems Chapter4 Randomized Blocks,Latin Squares,and Related Designs 4.1 The Randomized Complete Block Design 4.2 The Latin Square Design 4.3 The Graeco-Latin Square Design 4.4 Balanced Incomplete Block Designs 4.5 Problems Chapter5 Introduction to Factiorial Designs Chapter6 The 2k Factorial Design Chapter7 Blocking and Confounding in the 2k Factorial Design Chapter8 Two-Level Fractional Factiorial Designs Chapter9 Three-Level and Mixed-Level Factorial and Fractional Factiorial Designs Chapter10 Fitting Regression Models Chapter11 Response Surface Methods and Eesigns Chapter12 Robust Parameter Design and Process Robustness Studies Chapter13 Experiments with Random Factors Chapter14 Nested and Split-Plot Designs Chapter15 Other Design and Analysis Topics Bibliography Appendix Index