| Providing probability and statistical concepts developed using pseudorandom numbers, this book covers enumeration-, simulation-, and randomization-based statistical analyses for comparison of the test performance of alternative designs, as well as simulation- and randomization-based tests for examination of the credibility of statistical presumptions. the book discusses centroid and moment of inertia analogies for mean and variance and the organization structure of completely randomized, randomized complete block, and split spot experiment test programs. Purchase of the text provides access to 200 microcomputer programs illustrating a wide range of reliability and statistical analyses. Table of Contents Preface Introduction 1 Experiment Test Program Planning and Statistical Analysis Fundamentals 1 2 Planned Experiment Test Programs with Orthogonal Conceptual Statistical Models 29 3 Basic Probability and Statistics Concepts and Their Mechanical Reliability Applications 84 4 The Classical Statistical Presumption of Normally Distributed Experiment Test Program Datum Values 151 5 The Conceptual (Two-Parameter) Normal Distribution and the Associated Conceptual Sampling Distributions for Pearson's Central [chi][superscript 2] (Chi Square), Snedecor's Central F, and Student's Central t Test Statistics 176 6 Statistical Analysis of Variance (ANOVA) 231 7 Linear Regression Analysis 308 8 Mechanical Reliability Fundamentals and Example Analyses 387 Index 581 |
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