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Neural network for tsunami and runup forecast

✍ Scribed by Shailesh Namekar; Yoshiki Yamazaki; Kwok Fai Cheung

Book ID: 111942474
Publisher: American Geophysical Union
Year: 2009
Tongue: English
Weight: 359 KB
Volume: 36
Category: Article
ISSN: 1944-8007
DOI: 10.1029/2009gl037184

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## Abstract We examine the out‐of‐sample performance of monthly returns forecasts for the Dow Jones and the FT, using a linear and an artificial neural network (ANN) model. The comparison of out‐of‐sample forecasts is done on the basis of directional accuracy, using the Pesaran and Timmermann (1992