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| Engineering Method and Data Collection | |
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| Need for Statistical Methods in Engineering | |
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| Engineering Method and Statistical Thinking | |
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| Statistical Thinking and Structured Problem Solving | |
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| Models | |
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| Obtaining Data | |
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| Sampling | |
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| Basic Principles of Experimental Design | |
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| Examples of Engineering Experiments | |
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| Purpose of Engineering Statistics | |
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| Case Study: Manufacture of Writing Instruments | |
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| Ideas for Projects References | |
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| Data Displays | |
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| Importance of Data Displays | |
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| Stem-and-Leaf Displays | |
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| Boxplots | |
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| Using Computer Software | |
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| Using Boxplots to Analyze Designed Experiments | |
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| Case Study | |
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| Need for Probability and Distributions | |
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| Ideas for Projects References | |
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| Modeling Random Behavior | |
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| Probability | |
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| Random Variables and Distributions | |
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| Discrete Random Variables | |
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| Continuous Random Variables | |
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| The Normal Distribution | |
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| Random Behavior of Means | |
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| Random Behavior of Means When the Variance Is Unknown | |
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| Normal Approximation to the Binomial | |
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| The Weibull Distribution for Reliability Applications | |
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| Case Study References | |
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| Estimation and Testing | |
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| Estimation | |
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| Hypothesis Testing | |
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| Inference for a Single Mean | |
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| Inference for a Single Proportion | |
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| Inference for Two Independent Samples | |
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| The Paired t-Test Inference for Two Proportions | |
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| Inference for Variances | |
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| Transformations and Nonparametric Analyses | |
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| Case Study | |
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| Ideas for Projects References | |
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| Control Charts and Statistical Process Control | |
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| Overview | |
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| Specification Limits | |
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| X- and R-Charts | |
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| X- and s?-Charts | |
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| X-Chart. np-Chart. c-Chart | |
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| Average Run Lengths | |
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| Standard Control Charts with Runs Rules | |
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| CUSUM and EWMA Charts | |
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| Basic Process Capability Indices | |
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| The SPC Approach to Gage R Studies | |
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| Case Study | |
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| Ideas for Projects References | |
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| Linear Regression Analysis | |
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| Relationships Among Data | |
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| Simple Linear Regression | |
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| Multiple Linear Regression | |
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| Residual Analysis | |
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| Collinearity Diagnostics | |
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| Case Study | |
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| Ideas for Projects References | |
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| Introduction to 2k Factorial-Based Experiments | |
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| The 2? Factorial Design | |
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| The 2k Factorial Design | |
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| Fractions of the 2k Factorial Design | |
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| Case Study | |
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| Ideas for Projects References | |
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| Introduction to Response Surface Methodology | |
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| Sequential Philosophy of Experimentation | |
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| Central Composite Designs | |
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| Box-Behnken Designs | |
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| Multiple Responses | |
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| Experimental Designs for Quality Improvement | |
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| Case Study | |
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| Ideas for Projects References | |
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| CODA | |
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| The Themes of This Course | |
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| Integrating the Themes | |
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| Statistics and Engineering | |
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| Appendix | |
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| Tables | |