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Fundamentals of Probability and Statistics for Engineers
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Type.................: Ebook
Part Size............: 5,570,025 bytes
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Posted by............: ~tqw~
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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.
Table Of Contents
Preface
1 Introduction 1
Pt. A Probability and Random Variables 5
2 Basic Probability Concepts 7
3 Random Variables and Probability Distributions 37
4 Expectations and Moments 75
5 Functions of Random Variables 119
6 Some Important Discrete Distributions 161
7 Some Important Continuous Distributions 191
Pt. B Statistical Inference, Parameter Estimation, and Model Verification
245
8 Observed Data and Graphical Representation 247
9 Parameter Estimation 259
10 Model Verification 315
11 Linear Models and Linear Regression 335
App. A: Tables 365
App. B Computer Software 375
App. C Answers to Selected Problems 379
Subject Index 389
Product Details
* ISBN: 0470868147
* ISBN-13: 9780470868140
* Format: Textbook Paperback, 408pp
* Publisher: Wiley, John & Sons, Incorporated
* Pub. Date: April 2004
* Edition Number: 1
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