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...

Täydet tiedot

Tallennettuna:
Bibliografiset tiedot
Aineistotyyppi: Online
Kieli:englanti
Julkaistu: IntechOpen 2024
Aiheet:
Linkit:ONIX_20240711_9780854660520_167
Tagit: Lisää tagi
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Kuvaus
Yhteenveto: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.