Time series with mixed spectra (Record no. 11489)
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| fixed length control field | 03199cam a2200325Ia 4500 |
| 001 - CONTROL NUMBER | |
| control field | CAH00CE1763PDF |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | BD-DhSAU |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20151012144303.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m|||||o||d|||||||| |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr|||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 130725s2014 fluad sb 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781420010060 (ebook : PDF) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | BD-DhSAU |
| Transcribing agency | BD-DhSAU |
| 090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (OCLC) | |
| Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) | QA280 |
| Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) | .L49 2014 |
| 092 ## - LOCALLY ASSIGNED DEWEY CALL NUMBER (OCLC) | |
| Classification number | 519.55 |
| Item number | L693 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Li, Ta-Hsin. |
| 245 10 - TITLE STATEMENT | |
| Title | Time series with mixed spectra |
| Medium | [electronic resource] / |
| Statement of responsibility, etc. | Ta-Hsin Li. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Boca Raton : |
| Name of publisher, distributor, etc. | CRC Press, |
| Date of publication, distribution, etc. | 2014. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | x, 670 p. : |
| Other physical details | ill. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references (p. 611-636) and index. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1. Introduction -- 2. Basic concepts -- 3. Cram�er-Rao lower bound -- 4. Autocovariance function -- 5. Linear regression analysis -- 6. Fourier analysis approach -- 7. Estimation of noise spectrum -- 8. Maximum likelihood approach -- 9. Autoregressive approach -- 10. Covariance analysis approach -- 11. Further topics -- 12. Appendix. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | "Preface This book focuses on the methods and theory for statistical analysis of time series with mixed spectra. A time series is said to have a mixed spectrum if it comprises a finite number of sinusoids with different frequencies plus random noise. The research on such time series has a long history, and it remains active to this day, especially in the signal processing community where the interest is driven in part by the everlasting desire for fast algorithms to reduce the computational cost. Despite of its importance, the subject often receives limited coverage in standard textbooks for understandable reasons. The objective of this book is to provide a more comprehensive and in-depth treatment of the subject. Needless to say, it is impossible to coverage every aspect of the subject, not only because of the huge literature which keeps growing to this day, but also due to the limited ability and capacity of the author. The topics in this book are selected to reflect what the author thinks are most interesting and relevant. The intended audience of the book includes graduate students, researchers, engineers, and other professionals who work in the fields of time series analysis and signal processing. In most part, the book only requires basic knowledge of probability, statistics, and time series analysis. Some theoretical results, especially their proofs, require more advanced knowledge of asymptotic analysis. For this reason, the proofs are deferred to the last section of each chapter in order not to interrupt the flow of intuitive interpretations which are more easily accessible to most readers. To serve the interests of a broader audience, the book deals with both real- and complex-valued time series"-- |
| Assigning source | Provided by publisher. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Also available in print edition. |
| 538 ## - SYSTEM DETAILS NOTE | |
| System details note | Mode of access: World Wide Web. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Time-series analysis. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Spectrum analysis. |
| 655 #7 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| Source of term | lcsh |
| 776 1# - ADDITIONAL PHYSICAL FORM ENTRY | |
| International Standard Book Number | 9781584881766 (hardback) |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="http://marc.crcnetbase.com/isbn/9781420010060">http://marc.crcnetbase.com/isbn/9781420010060</a> |
| Electronic format type | application/PDF |
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