Applied time series analysis with R (Record no. 557740)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02193 a2200217 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781498734226 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | IITK |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5502855 |
| Item number | W878a2 |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Woodward , Wayne A. |
| 245 ## - TITLE STATEMENT | |
| Title | Applied time series analysis with R |
| Statement of responsibility, etc | Wayne A. Woodward, Henry L. Gray and Alan C. Elliott |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher | CRC Press |
| Year of publication | 2017 |
| Place of publication | Boca Ratan |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xv, 618p |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Virtually any random process developing chronologically can be viewed as a time series. In economics closing prices of stocks, the cost of money, the jobless rate, and retail sales are just a few examples of many. Developed from course notes and extensively classroom-tested, Applied Time Series Analysis with R, Second Edition includes examples across a variety of fields, develops theory, and provides an R-based software package to aid in addressing time series problems in a broad spectrum of fields. The material is organized in an optimal format for graduate students in statistics as well as in the natural and social sciences to learn to use and understand the tools of applied time series analysis. Features Gives readers the ability to actually solve significant real-world problems Addresses many types of nonstationary time series and cutting-edge methodologies Promotes understanding of the data and associated models rather than viewing it as the output of a "black box" Provides the R package tswge available on CRAN which contains functions and over 100 real and simulated data sets to accompany the book. Extensive help regarding the use of tswge functions is provided in appendices and on an associated website. Over 150 exercises and extensive support for instructors The second edition includes additional real-data examples, uses R-based code that helps students easily analyze data, generate realizations from models, and explore the associated characteristics. It also adds discussion of new advances in the analysis of long memory data and data with time-varying frequencies (TVF). |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | R (Computer program language) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Time-series analysis |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Gray, Henry L. |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Elliott, Alan C. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Permanent Location | Current Location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Cost, replacement price | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| General Stacks | PK Kelkar Library, IIT Kanpur | PK Kelkar Library, IIT Kanpur | 2017-09-14 | 2 | 4351.20 | 519.5502855 W878a2 | A183191 | 5801.60 | Books |