دانلود کتاب Engineering Design Handbook - Experimental Statistics, Sections 1 - 5

This 1969 handbook has been prepared as an aid to scientists and engineers engaged in Army research and development programs, and especially as a guide and ready reference for military and civilian personnel who have responsibility for the planning and interpretation of experiments and tests relating to the performance of Army equipment in the design and developmental stages of production. Section 1 provides an elementary introduction to basic statistical concepts and furnishes full details on standard statistical techniques for the analysis and interpretation of measurement data. Section 2 provides detailed procedures for the analysis and interpretation of enumerative and classificatory data. Section 3 deals with the planning and analysis of comparative experiments. Section 4 is devoted to consideration and exemplification of a number of important, non-standard statistical techniques, and the discussion of various other special topics. Section 5 contains all the mathematical tables referenced throughout Sections 1 through 4, and needed in the application of the given procedures. Content: Front Matter • Preface • Table of Contents •Section 1. Basic Concepts and Analysis of Measurement Data: (AMCP 706-110)• List of Illustrations • List of Tables 1. Some Basic Statistical Concepts and Preliminary Considerations • Discussion of Techniques in Chapters 2 through 6 2. Characterizing the Measured Performance of a Material, Product, or Process 3. Comparing Materials or Products with Respect to Average Performance 4. Comparing Materials or Products with Respect to Variability of Performance 5. Characterizing Linear Relationships between Two Variables 6. Polynomial and Multivariable Relationships Analysis by the Method of Least Squares •Section 2. Analysis of Enumerative and Classificatory Data: (AMCP 706-111)• List of Illustrations • List of Tables • Discussion of Techniques in Chapters 7 through 10 7. Characterizing the Qualitative Performance of a Material, Product, or Process 8. Comparing Materials or Products with Respect to a Two-Fold Classification of Performance (Comparing Two Percentages) 9. Comparing Materials or Products with Respect to Several Categories of Performance (Chi-Square Tests) 10. Sensitivity Testing •Section 3. Planning and Analysis of Comparative Experiments: (AMCP 706-112)• List of Illustrations • List of Tables • Discussion of Techniques in Chapters 11 Through 14 11. General Considerations in Planning Experiments 12. Factorial Experiments 13. Randomized Blocks, Latin Squares, and other Special-Purpose Designs 14. Experiments to Determine Optimum Conditions or Levels • Selected Bibliography •Section 4. Special Topics: (AMCP 706-113)• List of Illustrations • List of Tables 15. Some Shortcut Tests for Small Samples from Normal Populations 16. Some Tests Which are Independent of the Form of the Distribution 17. The Treatment of Outliers 18. The Place of Control Charts in Experimental Work 19. Statistical Techniques for Analyzing Extreme-Value Data 20. The Use of Transformations 21. The Relation between Confidence Intervals and Tests of Significance 22. Notes on Statistical Computations 23. Expression of the Uncertainties of Final Results Index •Section 5. Tables: (AMCP 706-114) Section 5. Tables