Introductory time series with R (Record no. 50304)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 02051nam a22002417a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20181102112211.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 180926b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780387886978 |
| 028 ## - DISTRIBUTOR NAME | |
| Distributor Name | SARAS Books |
| Distributor address | ;2/31,Ansari Road,Darya Ganj,New Delhi-110002 |
| Bill Number | ;IN37761 |
| Bill Date | ;21/09/2018 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.2 COW |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Paul S P Cowpertwait |
| -- | ; Andrew V Metcalfe |
| 245 ## - TITLE STATEMENT | |
| Title | Introductory time series with R |
| Statement of responsibility, etc | /Paul S P Cowpertwait |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | New York |
| Name of publisher, distributor, etc | : Springer-Verlag |
| Date of publication, distribution, etc | , ©2009. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xv,254 Pages |
| Dimensions | ;24 cm. |
| 365 ## - TRADE PRICE | |
| Price amount | 1844 |
| 490 ## - SERIES STATEMENT | |
| Series statement | Use R! |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Contents note | 1.Time Series Data<br/>2.Correlation<br/>3.Forecasting Strategies<br/>4.Basic Stochastic Models<br/>5.Regression<br/>6.Stationary Models<br/>7.Non-Stationary Model<br/>8.Long Memory Processes<br/>9.Spectral Analysis<br/>10.System Identification<br/>11.Multivariate Models<br/>12.State Space Models<br/> |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | This book gives you a step-by-step introduction to analysing time series using the open source software R. Each time series model is motivated with practical applications, and is defined in mathematical notation. Once the model has been introduced it is used to generate synthetic data, using R code, and these generated data are then used to estimate its parameters. This sequence enhances understanding of both the time series model and the R function used to fit the model to data. Finally, the model is used to analyse observed data taken from a practical application. By using R, the whole procedure can be reproduced by the reader. All the data sets used in the book are available on the website http://staff.elena.aut.ac.nz/Paul-Cowpertwait/ts/.The book is written for undergraduate students of mathematics, economics, business and finance, geography, engineering and related disciplines, and postgraduate students who may need to analyse time series as part of their taught programme or their research. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | R (Computer program language) |
| 655 ## - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Time-series analysis--Computer programs |
| Non-focus term | Mathematical statistics |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Andrew V Metcalfe |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Not For Loan | SNU LIBRARY | SNU LIBRARY | 26/09/2018 | 1844.00 | 519.2 COW | 25713 | 26/09/2018 | 26/09/2018 | Books |
