Fundamentals of Probability and Statistics for Engineers (eBook)

T. T. Soong (Autor)

eBook Download: PDF

2004 | 1. Auflage
408 Seiten
Wiley (Verlag)
978-0-470-86815-7 (ISBN)

Infos

This textbook differs from others in the field in that it has been prepared very much with students and their needs in mind, having been classroom tested over many years.  It is a true 'learner's book' made for students who require a deeper understanding of probability and statistics. It presents the fundamentals of the subject along with concepts of probabilistic modelling, and the process of model selection, verification and analysis.  Furthermore, the inclusion of more than 100 examples and 200 exercises (carefully selected from a wide range of topics), along with a solutions manual for instructors, means that this text is of real value to students and lecturers across a range of engineering disciplines.

Key features:

• Presents the fundamentals in probability and statistics along with relevant applications.
• Explains the concept of probabilistic modelling and the process of model selection, verification and analysis.
• Definitions and theorems are carefully stated and topics rigorously treated.
• Includes a chapter on regression analysis.
• Covers design of experiments.
• Demonstrates practical problem solving throughout the book with numerous examples and exercises purposely selected from a variety of engineering fields.
• Includes an accompanying online Solutions Manual for instructors containing complete step-by-step solutions to all problems.

T. T. Soong is the author of Fundamentals of Probability and Statistics for Engineers, published by Wiley.

Inhalt

Preface.

1. Introduction.

Part A: Probability and Random Variables.

2. Basic Probability Concepts.

3. Random Variables and Probability Distributions.

4. Expectations And Moments.

5. Functions of Random Variables.

6. Some Important Discrete Distributions.

7. Some Important Continuous Distributions.

Part B: Statistical Inference, Parameter Estimation, and Model
Verification.

8. Observed Data and Graphical Representation.

9. Parameter Estimation.

10. Model Verification.

11. Linear Models and Linear Regression.

Appendix A: Tables.

Appendix B: Computer Software.

Appendix C: Answers to Selected Problems.

Subject Index.

Rezensionen

"For most practising engineers, this book would make a
superb reference text, simply because there are so many worked
examples, all extremely relevant to engineers."
(Significance, 1 March 2005)

"...the many engineering related examples and exercise problems
are a strong feature..." (Technometrics, May 2005)

"...designed for students, and as reference for lecturers, the
book provides a comprehensive understanding of probability and
statistics..." (New Civil Engineer, 18 March, 2004)

"...written in an accessible and clear way...gives important
techniques of the basic standard methods." (Zentralblatt
Math, Vol.1049 2004)

"...a good introduction to the ideas of probability and
statistics...I would recommend it to anyone as a reference for
basic theory..." (Journal of Applied Statistics, Vol 32 (6) August
2005)

Produkt-Details

• Erscheint lt. Verlag: 25.6.2004
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
• Themenwelt: Mathematik / Informatik ► Mathematik ► Statistik
• Themenwelt: Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
• Themenwelt: Technik ► Bauwesen
• Themenwelt: Technik ► Elektrotechnik / Energietechnik
• Schlagworte: Angewandte Wahrscheinlichkeitsrechnung u. Statistik • Applied Probability & Statistics • Bauingenieur- u. Bauwesen • Civil Engineering & Construction • Electrical & Electronics Engineering • Elektrotechnik u. Elektronik • Maschinenbau • mechanical engineering • Statistics • Statistik
• ISBN-10: 0-470-86815-5 / 0470868155
• ISBN-13: 978-0-470-86815-7 / 9780470868157