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Sales forecast

  1. #1
    Registered User
    Join Date
    11-09-2005
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    42

    Sales forecast

    Hi everybody,

    I'm trying to forecast sells for the next 12 months given the sells data for the past 14 months. I found it a challening task, so any help would be much appreciated.

    1. What I've done so far is finding the avg monthly sells for the last 14 months and increasing that value with a predefined growth percentage for the different scenarios (base, optimistic and pesimistic) I run. For example, suppose the avg monthly sells are 100 000 and expected sells growth for base case scenario is 15%, this returns 115 000 expected growth on a monthly basis. I've done the same analysis, using the same percentage for COGS, which implies that gross margin would stay constant. But it doesn't. I suspect that avg values are the cause ot it.

    2. I tried to use some of MS Excel regression formulas such as FORECAST and LINEST. If I use them I cannot run different scenarios for my project!

    3. Probably I should use Monte Carolo simulation?!

    Thanks in advance,

    kras
    Last edited by kras; 02-11-2007 at 06:24 AM.

  2. #2
    Forum Expert Carim's Avatar
    Join Date
    04-07-2006
    Posts
    4,070
    Hi,

    As a first step, my recommendation is to graph your data ...
    Then use Chart Add trend to narrow down your initial research ...
    HTH
    Carim


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  3. #3
    Registered User
    Join Date
    11-09-2005
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    42
    Carim,

    Thank you for your help. I've found it very helpful when I discovered that I can display regression equation on the chart.

    Also, I found out something that I cannot understand, because I'm not so proficient in statistics. I found out that depending on the chart type I have different regression equations for the same input data. For example, when I run type chart called Line in the Chart Wizard it returned the following regression equation: y = 7E+07x + 1E+08. But when I run type chart: XY (Scatter) it returned a different regression equation for the same data: y = 7E+07x - 1E+11.

    I'm confused why I get different results for the same data and which equation to use.

    Thank you,
    kras

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