Time Series Analysis - Recent Advances, New Perspectives and Applications

Download or read book Time Series Analysis - Recent Advances, New Perspectives and Applications written by Jorge Rocha and published by BoD – Books on Demand. This book was released on 2024-05-22 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.