Time Series Analysis
Time series analysis describes, explains, and predicts changes in a phenomenon through time. People have utilized techniques that add a distinctive spatial dimension to this type of analysis. Major applications of spatiotemporal analysis include forecasting epidemics, analyzing the development of tr...
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| Format: | Online |
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| Language: | English |
| Published: |
IntechOpen
2024
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| Subjects: | |
| Online Access: | ONIX_20240711_9780854660520_167 |
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| _version_ | 1869530942738006016 |
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| collection | Directory of Open Access Books |
| description | Time series analysis describes, explains, and predicts changes in a phenomenon through time. People have utilized techniques that add a distinctive spatial dimension to this type of analysis. Major applications of spatiotemporal analysis include forecasting epidemics, analyzing the development of traffic conditions in urban networks, and forecasting/backcasting economic risks such as those associated with changing house prices and the occurrence of hazardous events. This book includes contributions from researchers, scholars, and professionals about the most recent theory, models, and applications for interdisciplinary and multidisciplinary research encircling disciplines of computer science, mathematics, statistics, geography, and more in time series analysis and forecasting/backcasting. |
| format | Online |
| id | doab-20.500.12854ir-140353 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2024 |
| publishDateRange | 2024 |
| publishDateSort | 2024 |
| publisher | IntechOpen |
| publisherStr | IntechOpen |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1403532024-07-11T08:08:09Z Time Series Analysis Rocha, Jorge Viana, Cláudia M. Oliveira, Sandra Probability and statistics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics Time series analysis describes, explains, and predicts changes in a phenomenon through time. People have utilized techniques that add a distinctive spatial dimension to this type of analysis. Major applications of spatiotemporal analysis include forecasting epidemics, analyzing the development of traffic conditions in urban networks, and forecasting/backcasting economic risks such as those associated with changing house prices and the occurrence of hazardous events. This book includes contributions from researchers, scholars, and professionals about the most recent theory, models, and applications for interdisciplinary and multidisciplinary research encircling disciplines of computer science, mathematics, statistics, geography, and more in time series analysis and forecasting/backcasting. 2024-07-11T08:08:05Z 2024-07-11T08:08:05Z 2024 book ONIX_20240711_9780854660520_167 9780854660520 9780854660537 9780854660544 https://directory.doabooks.org/handle/20.500.12854/140353 eng image/jpeg n/a https://www.intechopen.com/books/1003209 https://intech-files.s3.amazonaws.com/a043Y00000zXAycQAG/0015113_Authors_Book%20%282024-06-02%2009%3A19%3A45%29.pdf IntechOpen IntechOpen 10.5772/intechopen.111223 10.5772/intechopen.111223 78a36484-2c0c-47cb-ad67-2b9f5cd4a8f6 9780854660520 9780854660537 9780854660544 IntechOpen 298 open access |
| spellingShingle | Probability and statistics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics Time Series Analysis |
| title | Time Series Analysis |
| title_full | Time Series Analysis |
| title_fullStr | Time Series Analysis |
| title_full_unstemmed | Time Series Analysis |
| title_short | Time Series Analysis |
| title_sort | time series analysis |
| topic | Probability and statistics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics |
| topic_facet | Probability and statistics thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics |
| url | ONIX_20240711_9780854660520_167 |