
Applied Statistics for Engineers and Scientists (with CD-ROM)
by Devore, Jay L.; Farnum, Nicholas R.Buy New
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Summary
Table of Contents
Data And Distributions | |
Populations, Samples and Processes | |
Visual Displays for Univariate Data | |
Describing Distributions | |
The Normal Distribution | |
Other Continuous Distributions | |
Several Useful Discrete Distributions | |
Supplementary Exercises | |
Bibliography | |
Numerical Summary Measures | |
Measures of Center | |
Measures of Variability | |
More Detailed Summary Quantities | |
Quantile Plots | |
Supplementary Exercises | |
Bibliography | |
Bivariate And Multivariate Data And Distributions | |
Scatter Plots | |
Correlation | |
Fitting a Line to Bivariate Data | |
Nonlinear Relationships | |
Using More Than One Predictor | |
Joint Distributions | |
Supplementary Exercises | |
Bibliography | |
Obtaining Data | |
Operational Definitions | |
Data from Sampling | |
Data from Experiments | |
Measurement Systems | |
Supplementary Exercises | |
Bibliography | |
Probability And Sampling Distributions | |
Chance Experiments | |
Probability Concepts | |
Conditional Probability and Independence | |
Random Variables | |
Sampling Distributions | |
Describing Sampling Distributions | |
Supplementary Exercises | |
Bibliography | |
Quality Control | |
Terminology | |
How Control Charts Work | |
Control Charts for Mean and Variance | |
Process Capability Analysis | |
Control Charts for Attribute Data | |
Reliability | |
Supplementary Exercises | |
Bibliography | |
Estimation And Statistical Intervals | |
Point Estimation | |
Large-Sample Confidence Intervals for a Population Mean | |
More Large-Sample Confidence Intervals | |
Small-Sample Intervals Based on a Normal Population Distribution | |
Intervals for 1- 2 Based on a Normal Population Distributions | |
Other Topics in Estimation (Optional) | |
Supplementary Exercises | |
Bibliography | |
Testing Statistical Hypotheses | |
Hypotheses and Test Procedures | |
Tests Concerning Hypotheses About Means | |
Tests Concerning Hypotheses About a Categorical Population | |
Testing the Form of a Distribution | |
Further Aspects of Hypothesis Testing | |
Supplementary Exercises | |
Bibliography | |
The Analysis Of Variance | |
Terminology and Concepts | |
Single-Factor ANOVA | |
Interpreting ANOVA Results | |
Randomized Block Experiments | |
Supplementary Exercises | |
Bibliography | |
Experimental Design | |
Terminology and Concepts | |
Two-Factor Designs | |
Multifactor Designs | |
2k Designs | |
Fractional Factorial Designs | |
Supplementary Exercises | |
Bibliography | |
Inferential Methods In Regression And Correlation | |
Regression and Models Involving a Single Independent Variable | |
Inferences About the Slope Coefficient ” | |
Inferences Based on the Estimated Regression Line | |
Multiple Regression Models | |
Inferences in Multiple Regression | |
Further Aspects of Regression Analysis | |
Supplementary Exercises | |
Bibliography | |
Appendix Tables | |
Answers To Odd-Numbered Exercises | |
Index | |
Table of Contents provided by Publisher. All Rights Reserved. |
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