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Probability and Random Processes 3rd ed Signal Processing Stark Wood, Math HC
US $49.77
ApproximatelyRM 207.81
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“Probability and Random Processes With Applications to Signal Processing, 3rd Edition — Hardcover ”... Read moreabout condition
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Located in: Chapel Hill, North Carolina, United States
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eBay item number:116528155801
Item specifics
- Condition
- Very Good
- Seller Notes
- Country of Origin
- United States
- Features
- hardcover, black & white illustrations, graphs, MATLAB examples,
- Signed By
- previous owner stamp
- Ex Libris
- No
- Genre
- engineering textbook, probability models, applied mathematics, st
- Intended Audience
- Adults
- Personalized
- No
- Narrative Type
- Nonfiction
- Literary Movement
- engineering mathematics, probability and statistics in computing
- Inscribed
- No
- Signed
- Yes
- Edition
- third ed
- Topic
- probability theory, random processes, stochastic processes, elect
- Personalize
- No
- Vintage
- Yes
- Book Title
- Probability and Random Processes With Applications to Signal Proc
- Era
- 21st Century, 2010s
- Original Language
- English
- ISBN
- 9780130200716
About this product
Product Identifiers
Publisher
Prentice Hall PTR
ISBN-10
0130200719
ISBN-13
9780130200716
eBay Product ID (ePID)
1883666
Product Key Features
Number of Pages
699 Pages
Language
English
Publication Name
Probability and Random Processes with Applications to Signal Processing
Publication Year
2001
Subject
Signals & Signal Processing, Probability & Statistics / Stochastic Processes, Probability & Statistics / General, Telecommunications
Type
Textbook
Subject Area
Mathematics, Technology & Engineering
Format
Hardcover
Dimensions
Item Height
1.2 in
Item Weight
40.4 Oz
Item Length
9.4 in
Item Width
7.2 in
Additional Product Features
Edition Number
3
Intended Audience
College Audience
LCCN
2001-021253
Dewey Edition
21
Illustrated
Yes
Dewey Decimal
519.2
Table Of Content
(NOTE: Each chapter concludes with a Summary, Problems, and References.) 1. Introduction to Probability. Introduction: Why Study Probability? The Different Kinds of Probability. Misuses, Miscalculations, and Paradoxes in Probability. Sets, Fields, and Events. Axiomatic Definition of Probability. Joint, Conditional, and Total Probabilities; Independence. Bayes' Theorem and Applications. Combinatorics. Bernoulli Trials Binomial and Multinomial Laws. Asymptotic Behavior of the Binomial Law: The Poisson Law. Normal Approximation to the Binomial Law. 2. Random Variables. Introduction. Definition of a Random Variable. Probability Distribution Function. Probability Density Function. Continuous, Discrete and Mixed Random Variables. Conditional and Joint Distributions and Densities. Failure Rates. 3. Functions of Random Variables. Introduction. Solving Problems of the Type Y=g(X). Solving Problems of the Type Z=g(X,Y). Solving Problems of the Type V=g(X,Y), W=h(X,Y). Additional Examples. 4. Expectation and Introduction to Estimation. Expected Value of a Random Variable. Conditional Expectation. Moments. Chebyshev and Schwarz Inequalities. Moment Generating Functions. Chernoff Bound. Characteristic Functions. Estimators for the Mean and Variance of the Normal Law. 5. Random Vectors and Parameter Estimation. Joint Distributions and Densities. Multiple Transformation of Random Variables. Expectation Vectors and Covariance Matrices. Properties of Covariance Matrices. Simultaneous Diagonalization of Two Covariance Matrices and Applications in Pattern Recognition. The Multidimensional Gaussian Law. Characteristic Functions of Random Vectors. Parameter Estimation. Estimation of Vector Means and Covariance Matrices. Maximum Likelihood Estimators. Linear Estimation of Vector Parameters. 6. Random Sequences. Basic Concepts. Basic Principles of Discrete-Time Linear Systems. Random Sequences and Linear Systems. WSS Random Sequence. Markov Random Sequences. Vector Random Sequences and State Equations. Convergence of Random Sequences. Laws of Large Numbers. 7. Random Processes. Basic Definitions. Some Important Random Processes. Continuous-Time Linear Systems with Random Inputs. Some Useful Classification of Random Processes. Wide-Sense Stationary Processes and LSI Systems. Periodic and Cyclostationary Processes. Vector Processes and State Equations. 8. Advanced Topics in Random Processes. Mean-Square (m.s.) Calculus. m-s Stochastic Integrals. m-s Stochastic Differential Equations. Ergodicity. Karhunen-Loéve Expansion. Representation of Bandlimited and Periodic Processes. 9. Applications to Statistical Signal Processing. Estimation of Random Variables. Innovation Sequences and Kalman Filtering. Wiener Filter for Random Sequence. Expectation-Maximization Algorithm. Hidden Markov Models (HMM). Spectral Estimation. Simulated Annealing. Appendices. Appendix A: Review of Relevant Mathematics. Basic Mathematics. Continuous Mathematics. Residue Method for Inverse Fourier Transform. Mathematical Induction A-4. Appendix B: Gamma and Delta Functions. Gamma Function. Dirac Delta Function. Appendix C: Functional Transformations and Jacobians. Introduction. Jacobians for n = 2. Jacobian for General n. Appendix D: Measure and Probability. Introduction and Basic Ideas. Application of Measure Theory to Probability. Appendix E: Sampled Analog Waveforms and Discrete-time Signals.
Synopsis
For courses in Probability and Random Processes. This book is a comprehensive treatment of probability and random processes that, more than any other available source, combines rigor with accessibility . Beginning with the fundamentals of probability theory and requiring only college-level calculus, the book develops all the tools needed to understand more advanced topics such as random sequences (Chapter 6), continuous-time random processes (Chapter 7), and statistical signal processing (Chapter 9). The book progresses at a leisurely pace, never assuming more knowledge than contained in the material already covered. Rigor is established by developing all results from the basic axioms (Chapters 1,2) and carefully defining and discussing such advanced notions as stochastic convergence, stochastic integrals and resolution of stochastic processes (Chapter 8). The 3rd Edition has a large number of new topics, not present in the 2nd Edition, including additional material on basic probability (Appendix B, Section 1.8, Section 1.11), statistics (chi-square and Student-t in Section 2.4, Section 4.1), misuses of probability (Sec. 1.3), and signal processing (all of Chapter 9)., Provides users with an accessible, yet mathematically solid, treatment of probability and random processes. Many computer examples integrated throughout, including random process examples in MATLAB.Includes expanded discussions of fundamental principles, especially basic probability. Includes new problems which deal with applications of basic theory-in such areas as medical imaging, percolation theory in fractals, and generation of random numbers. Several new topics include Failure rates, the Chernoff bound, interval estimation and the Student t-distribution, and power spectral density estimation. Functions of Random Variables is included as a separate chapter. Mean square convergence and introduction of Martingales is covered in the latter half of the book.Provides electrical and computer engineers with a solid treatment of probability and random processes.
LC Classification Number
TK5102.9.S717 2002
Item description from the seller
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- 1***c (24)- Feedback left by buyer.Past 6 monthsVerified purchaseOrdering the true 1st edition of this book proved to be an ordeal. It took me four goes to finally land one! It seems for this specific book the automated form filling software used by many sellers puts forward the multiple reprints between 1999 and 2001 as 1st editions. Thankfully this seller provided detailed photos, so I could order in confidence. The book arrived on the 1st day of the delivery window and was very securely boxed up. A happy customer.
- *****- Feedback left by buyer.Past yearVerified purchaseWow....hard to find item, in perfect condition, sent quickly with excellent packaging and communication, for a very reasonable price. What's not to like!! Excellent seller. I recommend them without reservation. To the seller, thank you very much.
- u***g (218)- Feedback left by buyer.Past 6 monthsVerified purchasegreat communications, top quality packaging, fast and reliable shipping. Great value for item. Highly recommended.Phantom Coloring Book RARE Falk & McCoy, 1965 Vintage Comic Hero Near Fine (#116630828273)
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Seller feedback (432)
- 1***c (24)- Feedback left by buyer.Past 6 monthsVerified purchaseOrdering the true 1st edition of this book proved to be an ordeal. It took me four goes to finally land one! It seems for this specific book the automated form filling software used by many sellers puts forward the multiple reprints between 1999 and 2001 as 1st editions. Thankfully this seller provided detailed photos, so I could order in confidence. The book arrived on the 1st day of the delivery window and was very securely boxed up. A happy customer.
- *****- Feedback left by buyer.Past yearVerified purchaseWow....hard to find item, in perfect condition, sent quickly with excellent packaging and communication, for a very reasonable price. What's not to like!! Excellent seller. I recommend them without reservation. To the seller, thank you very much.
- u***g (218)- Feedback left by buyer.Past 6 monthsVerified purchasegreat communications, top quality packaging, fast and reliable shipping. Great value for item. Highly recommended.Phantom Coloring Book RARE Falk & McCoy, 1965 Vintage Comic Hero Near Fine (#116630828273)