Time series analysis and its applications: with R examples (Record no. 201030)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01856nam a22002537a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260824122944.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 260824b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783319524511 |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5 SHU-T |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Shumway,Robert H |
| 245 ## - TITLE STATEMENT | |
| Title | Time series analysis and its applications: with R examples |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Cham ,Switzerland |
| Name of publisher | Springer International Publishing |
| Year of publication | 2017 |
| 440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE | |
| Title | Springer Texts in Statistics, |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1. Characteristics of Time Series -- 2. Time Series Regression and Exploratory Data Analysis -- 3. ARIMA Models -- 4. Spectral Analysis and<br/>Filtering -- 5. Additional Time Domain Topics -- 6. State-Space Models -- 7. Statistical Methods in the Frequency Domain -- 8. Appendix A: Large<br/>Sample Theory -- Appendix B: Time Domain Theory -- Appendix C: Spectral Domain Theory -- Appendix R: R Supplement |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | The fourth edition of this popular graduate textbook, like its predecessors, presents a balanced and comprehensive treatment of both time<br/>and frequency domain methods with accompanying theory. Numerous examples using nontrivial data illustrate solutions to problems such as<br/>discovering natural and anthropogenic climate change, evaluating pain perception experiments using functional magnetic resonance imaging,<br/>and monitoring a nuclear test ban treaty. The book is designed as a textbook for graduate level students in the physical, biological, and social<br/>sciences and as a graduate level text in statistics. Some parts may also serve as an undergraduate introductory course. Theory and ... |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Statistics |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Statistical Theory and Methods |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Statistics for Life Sciences, Medicine, Health Sciences |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Stoffer,David S |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books and Monographs |
| Full call number | Accession Number | Koha item type | Lost status | Damaged status | Permanent Location | Current Location | Date acquired |
|---|---|---|---|---|---|---|---|
| 519.5 SHU-T | 102097 | Books and Monographs | Central Library, NIT Jalandhar | Central Library, NIT Jalandhar | 24.08.2026 |