Probability and Statistics for Engineers and Scientists, 4th Edition
- Length: 864 pages
- Edition: 4
- Language: English
- Publisher: Cengage Learning
- Publication Date: 2012-01-01
- ISBN-10: 1111827044
- ISBN-13: 9781111827045
- Sales Rank: #119165 (See Top 100 Books)
PROBABILITY AND STATISTICS FOR ENGINEERS AND SCIENTISTS, Fourth Edition, continues the approach that has made previous editions successful. As a teacher and researcher at a premier engineering school, author Tony Hayter is in touch with engineers daily–and understands their vocabulary. The result of this familiarity with the professional community is a clear and readable writing style that readers understand and appreciate, as well as high-interest, relevant examples and data sets that hold readers’ attention. A flexible approach to the use of computer tools includes tips for using various software packages as well as computer output (using MINITAB and other programs) that offers practice in interpreting output. Extensive use of examples and data sets illustrates the importance of statistical data collection and analysis for students in a variety of engineering areas as well as for students in physics, chemistry, computing, biology, management, and mathematics.
Table of Contents
CHAPTER 1 PROBABILITY THEORY
CHAPTER 2 RANDOM VARIABLES
CHAPTER 3 DISCRETE PROBABILITY DISTRIBUTIONS
CHAPTER 4 CONTINUOUS PROBABILITY DITRIBUTIONS
CHAPTER 5 THE NORMAL DISTRIBUTION
CHAPTER 6 DESCRIPTIVE STATISTICS
CHAPTER 7 STATISTICAL ESTIMATION AND SAMPLING DISTRIBUTIONS
CHAPTER 8 INFERENCES ON A POPULATION MEAN
CHAPTER 9 COMPARING TWO POPULATION MEANS
CHAPTER 10 DISCRETE DATA ANALYSIS
CHAPTER 11 THE ANALYSIS OF VARIANCE
CHAPTER 12 SIMPLE LINEAR REGRESSION AND CORRELATION
CHAPTER 13 MULTIPLE LINEAR REGRESSION AND NONLINEAR REGRESSION
CHAPTER 14 MULTIFACTOR EXPERIMENTAL DESIGN AND ANALYSIS
CHAPTER 15 NONPARAMETRIC STATISTICAL ANALYSIS
CHAPTER 16 QUALITY CONTROL METHODS
CHAPTER 17 RELIABILITY ANALYSIS AND LIFE TESTING
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