Charles Holt's report on exponentially weighted moving averages: an introduction and appreciation

Charles Holt's report on exponentially weighted moving averages: an introduction and appreciation

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Article ID: iaor20043790
Country: Netherlands
Volume: 20
Issue: 1
Start Page Number: 1
End Page Number: 3
Publication Date: Jan 2004
Journal: International Journal of Forecasting
Authors:
Keywords: exponential smoothing
Abstract:

Charles Holt's classic paper on exponentially weighted moving averages appeared as Report ONR 52 from the Office of Naval Research in 1957. Although widely cited, the full version has remained unpublished. This note provides some context for looking back to ONR 52. We indicate that the paper still has some lessons for modern practice, in terms of both method specification and method choice.

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