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How to improve prediction using 18-point moving average?

  1. #1
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    How to improve prediction using 18-point moving average?

    Hi Forum,

    Could anybody help me on this?

    I have a monthly data series for the past 35 months (pl see attached book1.xls).

    Based on this, my boss asked me to predict the expenditure for the next 25 months.

    I have used a simple 18-point moving average method to do these predictions.

    Question.
    As is seen in the chart (pl see attached book1.xls), there is a big jump in the initial month of predicted data, otherwise the predicted series looks not too bad.

    How could I get rid of this jump (or is there a better alternative method to do the prediction with precision?)

    Appreciate your help
    Mirisage
    Attached Files Attached Files

  2. #2
    Forum Expert Jakobshavn's Avatar
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    Re: How to improve prediction using 18-point moving average?

    I would create a straight line linear fit to the data. As time progresses, replace each estimated value with the real data and re-do the fit.. See:

    http://spreadsheetpage.com/index.php...line_formulas/
    Gary's Student

  3. #3
    Forum Contributor
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    Re: How to improve prediction using 18-point moving average?

    Hi Jakoshavan,

    Thank you very much for this help.

    I hope to ask for more help if I find difficulties in applying these equations.

    Thanks again.

    Mirisage

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