Miller & Freund's Probability and Statistics for Engineers
Richard A. Johnson
- 9
- Chennai Pearson 2020
- 546
Introduction Organization and Description of Data Probability Probability Distributions Probability Densities Sampling Distributions Inferences Concerning a Mean Comparing Two Treatments Inferences Concerning Variances Inferences Concerning Proportions Regression Analysis Analysis of Variance Factorial Experimentation Nonparametric Tests The Statistical Content of Quality Improvement Programs Application to Reliability and Life Testing
This text is rich in exercises and examples, and explores both elementary probability and basic statistics, with an emphasis on engineering and science applications. Much of the data have been collected from the author's own consulting experience and from discussions with scientists and engineers about the use of statistics in their fields. In later chapters, the book emphasizes designed experiments, especially two-level factorial design.