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Home > Education > Mathematics > Fundamentals of Probability and Statistics for Engineers-eBook

Fundamentals of Probability and Statistics for Engineers

Soong, T. T.

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Fundamentals of Probability and Statistics for Engineers

"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.

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Title of ebook: Fundamentals of Probability and Statistics for Engineers
ISBN: 9780470868157
Publisher: John Wiley & Sons, Inc.
Internet download file size: 14991 kb
Released online for download: 04-27-2004
Author of eBook: Soong, T. T.

Fundamentals of Probability and Statistics for Engineers

Chapter One

Introduction

At present, almost all undergraduate curricula in engineering and applied sciences contain at least one basic course in probability and statistical inference. The recognition of this need for introducing the ideas of probability theory in a wide variety of scientific fields today reflects in part some of the profound changes in science and engineering education over the past 25 years.

One of the most significant is the greater emphasis that has been placed upon complexity and precision. A scientist now recognizes the importance of studying scientific phenomena having complex interrelations among their components; these components are often not only mechanical or electrical parts but also 'soft-science' in nature, such as those stemming from behavioral and social sciences. The design of a comprehensive transportation system, for example, ... read full excerpt from Fundamentals of Probability and Statistics for Engineers ebook