MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02800nam a22003017a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20250304121919.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
250304b |||||||| |||| 00| 0 hin d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781032040042 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
NISER LIBRARY |
| Transcribing agency |
NISER LIBRARY |
| Language of cataloging |
eng |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
519.246.8 |
| Item number |
PRA-T |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Prado, Raquel |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Time series : |
| Remainder of title |
modeling, computation, and inference |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
2nd edition |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc. |
Boca Raton : |
| Name of publisher, distributor, etc. |
CRC Press, |
| Date of publication, distribution, etc. |
2021. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xx, 452 p. : |
| Other physical details |
ill. (116 B/W Illustrations) ; |
| Dimensions |
25 cm. |
| 490 0# - SERIES STATEMENT |
|---|
| Series statement |
Chapman & Hall/CRC texts in statistical science series |
| 500 ## - GENERAL NOTE |
|---|
| General note |
"A Chapman & Hall Book". |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references (p. 409-433) and indexes. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
Focusing on Bayesian approaches and computations using analytic and simulation-based methods for inference, Time Series: Modeling, Computation, and Inference, Second Edition integrates mainstream approaches for time series modeling with significant recent developments in methodology and applications of time series analysis. It encompasses a graduate-level account of Bayesian time series modeling, analysis and forecasting, a broad range of references to state-of-the-art approaches to univariate and multivariate time series analysis, and contacts research frontiers in multivariate time series modeling and forecasting.<br/><br/>It presents overviews of several classes of models and related methodology for inference, statistical computation for model fitting and assessment, and forecasting. It explores the connections between time- and frequency-domain approaches and develop various models and analyses using Bayesian formulations and computation, including use of computations based on Markov chain Monte Carlo (MCMC) and sequential Monte Carlo (SMC) methods. It illustrates the models and methods with examples and case studies from a variety of fields, including signal processing, biomedicine, environmental science, and finance.<br/><br/>Along with core models and methods, the book represents state-of-the art approaches to analysis and forecasting in challenging time series problems. It also demonstrates the growth of time series analysis into new application areas in recent years, and contacts recent and relevant modeling developments and research challenges. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Time-series analysis |
| Form subdivision |
Textbooks. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Statistics |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Ferreira, Marco A. R. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
West, Mike |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Table of content |
| Uniform Resource Identifier |
<a href="https://www.routledge.com/Time-Series-Modeling-Computation-and-Inference-Second-Edition/Prado-Ferreira-West/p/book/9781032040042?srsltid=AfmBOorkNI5_ZiDCceRE7zPjHIxiW_m9DbCzCSVxEoadob9xOyCfW1Fi#googlePreviewContainer">https://www.routledge.com/Time-Series-Modeling-Computation-and-Inference-Second-Edition/Prado-Ferreira-West/p/book/9781032040042?srsltid=AfmBOorkNI5_ZiDCceRE7zPjHIxiW_m9DbCzCSVxEoadob9xOyCfW1Fi#googlePreviewContainer</a> |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Reviews |
| Uniform Resource Identifier |
<a href="https://www.goodreads.com/book/show/181730062-time-series#CommunityReviews">https://www.goodreads.com/book/show/181730062-time-series#CommunityReviews</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Universal Decimal Classification |
| Koha item type |
Book |
