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JOHN CHIASSON, PhD, is a Fellow of the IEEE and the author of Modeling and High-Performance Control of Electric Machines, published by Wiley-IEEE Press.
Table of Contents
1 Coin Tossing 1
2 Countable Sample Spaces 61
3 Conditional Probability in Countable Sample Spaces 105
4 Uncountable Sample Spaces 151
5 Continuous Random Variables 213
6 Expectation 245
7 Modeling Random Phenomena 267
8 Functions of One Random Variables and Transforms 321
9 Functions of Two Random Variables 365
10 Two Functions of Two Random Variables 431
11 Conditional Probability for Continuous Random Variables 473
12 Random Vectors 549
13 Bernoulli, Geometric, and Poisson Processes 587
14 Brownian Motions and White Noise 645
15 Stationary Random Processes 703
16 Convergence of Random Variables 777
17 Statistics 839
18 Kalman Filter 905
Further Reading 933
Table of Common Distributions 935