Time series for data science : (Record no. 92107)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01338nam a22002057a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240312b2022 |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780367537944 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.55 WOO-W |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Woodward, Wayne A. |
| 245 ## - TITLE STATEMENT | |
| Title | Time series for data science : |
| Remainder of title | analysis and forecasting / |
| Statement of responsibility, etc. | Wayne A. Woodward, Bivin P. Sadler and Stephen D. Robertson |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Boca Raton |
| Name of publisher, distributor, etc. | CRC Press |
| Date of publication, distribution, etc. | 2022 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 506p. |
| 440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE | |
| Title | Texts in Statistical Science |
| 500 ## - GENERAL NOTE | |
| General note | This book will be written at a level that requires little or no calculus but does not shy away from giving students more than a cursory understanding of the fundamentals and techniques involved. It will cover time series regression models, exponential smoothing, Holt-Winters forecasting, and Neural Networks. It gives more emphasis to classical ARMA and ARIMA models than is found in similar-level texts. Knowing that students and practitioners want to find a forecast that "works" and don't want to be constrained to a single forecasting strategy, we discuss techniques of ensemble modeling for combining information from several strategies (multivariate, VAR, neural networks, etc.) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Time-series analysis. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Autoregression (Statistics) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Big data. |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Sadler, Bivin P. |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Robertson, Stephen D. |
| 952 ## - LOCATION AND ITEM INFORMATION (KOHA) | |
| Withdrawn status | |
| Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | 510 | BITS Pilani Hyderabad | BITS Pilani Hyderabad | General Stack (For lending) | 12/03/2024 | 519.55 WOO-W | 48516 | 13/07/2024 | 12/03/2024 | Books |