Probability, random processes, and statistical: (Record no. 4364)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02626nam a22002657a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220120181417.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220118s2012 ii ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780511977770 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | OCLC |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Edition number | 23 |
| Classification number | 519.22 |
| Item number | KOB |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Kobayashi, Hisashi. |
| 9 (RLIN) | 10170 |
| 245 ## - TITLE STATEMENT | |
| Title | Probability, random processes, and statistical: |
| Remainder of title | Applications to communications, signal processing, queueing theory and mathematical finance / |
| Statement of responsibility, etc. | Hisashi Kobayashi, Brian L. Mark and William Turin. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 26th ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | New York: |
| Name of publisher, distributor, etc. | Cambridge University Press; |
| Date of publication, distribution, etc. | 2012. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxxii, 780 p. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Table of Contents:<br/>Part I. Probability, Random Variables and Statistics: <br/>1. Introduction; <br/>2. Probability; <br/>3. Discrete random variables; <br/>4. Continuous random variables; <br/>5. Functions of random variables and their distributions; <br/>6. Fundamentals of statistical analysis; <br/>7. Distributions derived from the normal distribution<br/>Part II. Transform Methods, Bounds and Limits: <br/>8. Moment-generating function and characteristic function; <br/>9. Generating function and Laplace transform; <br/>10. Inequalities, bounds and large deviation approximation; <br/>11. Convergence of a sequence of random variables, and the limit theorems --<br/>Part III. Random Processes: <br/>12. Random process; <br/>13. Spectral representation of random processes and time series; <br/>14. Poisson process, birth-death process, and renewal process; <br/>15. Discrete-time Markov chains; <br/>16. Semi-Markov processes and continuous-time Markov chains; <br/>17. Random walk, Brownian motion, diffusion and Itô processes --<br/>Part IV. Statistical Inference: <br/>18. Estimation and decision theory; <br/>19. Estimation algorithms --<br/>Part V. Applications and Advanced Topics: <br/>20. Hidden Markov models and applications; <br/>21. Probabilistic models in machine learning; <br/>22. Filtering and prediction of random processes; <br/>23. Queuing and loss models. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Summary:<br/>Together with the fundamentals of probability, random processes and statistical analysis, this insightful book also presents a broad range of advanced topics and applications. There is extensive coverage of Bayesian vs. frequentist statistics, time series and spectral representation, inequalities, bound and approximation, maximum-likelihood estimation and the expectation-maximization (EM) algorithm, geometric. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Source of heading or term | OCLC |
| Topical term or geographic name entry element | Stochastic analysis. |
| 9 (RLIN) | 10171 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Mark, Brian L. |
| 9 (RLIN) | 10245 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Turin, William. |
| 9 (RLIN) | 10173 |
| 773 ## - HOST ITEM ENTRY | |
| Main entry heading | Cambridge University Press eBook |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://doi.org/10.1017/CBO9780511977770">https://doi.org/10.1017/CBO9780511977770</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | |
| Koha item type | e-Books |
| -- | Administrator Library |
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