For an introductory, one or two semester, or sophomore-junior level course in Probability and Statistics or Applied Statistics for engineering, physical science, and mathematics students.
An Applications-Focused Introduction to Probability and Statistics
Miller & Freund's Probability and Statistics for Engineers 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 has 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 text emphasizes designed experiments, especially two-level factorial design. The Ninth Edition includes several new datasets and examples showing application of statistics in scientific investigations, familiarizing students with the latest methods, and readying them to become real-world engineers and scientists.
Table of Contents
Chapter 1 Introduction
Chapter 2 Organization and Description of Data
Chapter 3 Probability
Chapter 4 Probability Distributions
Chapter 5 Probability Densities
Chapter 6 Sampling Distributions
Chapter 7 Inferences Concerning a Mean
Chapter 8 Comparing Two Treatments
Chapter 9 Inferences Concerning Variances
Chapter 10 Inferences Concerning Proportions
Chapter 11 Regression Analysis
Chapter 12 Analysis of Variance
Chapter 13 Factorial Experimentation
Chapter 14 Nonparametric Tests
Chapter 15 The Statistical Content of Quality-Improvement Programs
Chapter 16 Application to Reliability and Life Testing
Appendix A Bibliography
Appendix B Statistical Tables
Appendix C Using the R Software Program
Appendix D Answers to Odd-Numbered Exercises
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