Probability and Statistics for Engineers and Scientists 4th Edition
Book PrefaceProbability and Statistics for Engineers and Scientists 4th Edition
As before, the primary guidelines governing the development of the fourth edition of this textbook have been to extend the strengths of the previous editions that have resulted in its adoption worldwide for teaching probability and statistics at both undergraduate and graduate levels. The cornerstone of the success of this textbook has been that it is full of real examples, which I believe is the best way to teach and capture the interests of students. It is clearly important to include examples that are relevant to engineering. However, it is just as important to incorporate examples that are interesting to both the instructor and the students. In the fourth edition new examples have been included relating to internet use together with green and sustainable practices.
This textbook has been built around three main pedagogical tenets: (1) talk to students with a language and vocabulary that students find familiar from their other science and engineering courses, (2) provide clear explanations and expositions of the statistical concepts that students need for their work and research, and (3) provide a firm reinforcement of the theoretical concepts in interesting examples to which the students can relate. Moreover, the foundation underlying all my teaching activities is my conviction that teaching is a valuable and noble enterprise and that it isworthwhile to devote time and energy toward doing it as well as possible. The education of the following generations is an importantway for us to pay back something in response to the many advantages and opportunities that we have been afforded in our own lives.
This book has been adopted for undergraduate sequences providing an introduction to data analysis from probability theory through basic statistical techniques and leading to more advanced statistical inference methods. The book has also been used for graduate-level service courses, and it provides a useful handbook for researchers in engineering and the sciences. It is intended for students with reasonable quantitative abilities, although it is designed mainly to provide an applied rather than a theoretical exposition. Highlights of the Book
■ The book has been developed from extensive teaching experience with undergraduate and graduate engineering, science, and business students.
■ Real examples from the engineering sciences and from general internet areas are developed throughout the book.
■ The applied presentation stresses the comprehension of the underlying concepts and the application of statistical methodologies.
■ A large number of interesting data sets from a wide range of fields such as internet usage and green and sustainable practices are included.
A guide to matching statistical inference methodologies to data sets and research questions is presented.
■ Two motivating case studies on Microelectronic Solder Joints and Internet Marketing are included at the beginning of the book and are continued at the ends of the chapters.
■ A large number and variety of exercise problems of various levels of difficulty and format are included.
■ The book provides a handbook of statistical methodologies for undergraduate and graduate engineering students.
■ Computer notes offer help and tips for data analysis with statistical software packages.
■ The composition of the book allows flexibility in the order in which the material is taught.
■ Historical notes are provided for famous probabilists and statisticians.
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