Six Sigma and Beyond: Statistics and Probability, Volume III | |
by D. H. Stamatis | ISBN:1574443127 |
St. Lucie Press © 2003 (368 pages) | |
This text explains the tools of statistics and how to apply them effectively to improve processes and profitability in an organization, and also delineates the importance of collecting, analyzing, and interpreting data. | |
Table of Contents | |||
Six Sigma and Beyond”Statistics and Probability, Volume III | |||
Preface | |||
Part I - Essential Concepts of Statistics | |||
Introduction | |||
Chapter 1 | - | Designing and using Forms for Studies | |
Chapter 2 | - | Counting Frequencies | |
Chapter 3 | - | Summarizing Data | |
Chapter 4 | - | Working with the Normal Distribution | |
Chapter 5 | - | Testing Hypotheses About Two Independent Means | |
Chapter 6 | - | Testing Hypotheses About Two Dependent Means | |
Chapter 7 | - | Comparing Several Means | |
Chapter 8 | - | Measuring Association | |
Chapter 9 | - | Calculating Regression Lines | |
Chapter 10 | - | Common Miscellaneous Statistical Tests | |
Chapter 11 | - | Advanced Topics in Statistics | |
Chapter 12 | - | Time Series and Forecasting | |
Part II - Essential Concepts of Probability | |||
Chapter 13 | - | Functions of Real and Random Variables | |
Chapter 14 | - | Set Theory | |
Chapter 15 | - | Permutations and Combinations | |
Chapter 16 | - | Discrete and Continuous Random Variables | |
Part III - Appendices | |||
Appendix A | - | Matrix Algebra: An Introduction | |
Appendix B | - | The Simplex Method in Two Dimensions | |
Appendix C | - | Bernoulli Trials | |
Appendix D | - | Markov Chains | |
Appendix E | - | Optimization | |
Appendix F | - | Randomized Strategies | |
Appendix G | - | Lagrange Multipliers | |
Appendix H | - | Monte Carlo Simulation | |
Appendix I | - | Statistical Reporting Content | |
Selected Bibliography | |||
Index | |||
List of Figures | |||
List of Tables | |||
List of Examples |