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simulate values for a given Mean and Standard deviation

  1. #1
    Myl
    Guest

    simulate values for a given Mean and Standard deviation

    I want to simulate values for a given mean and standard deviation. wat
    is the procedure to do this? is there any free excels addins available
    to do this.
    For example, My portfolio return(mean) is 12% and Risk(SD) is 18% . Now
    I want to simulate values for next 30-40 years Returns. How to do this?
    is there any free add-ins that wud generate these yearly returns if we
    provide the population mean and standard deviation.


  2. #2
    Forum Contributor
    Join Date
    02-28-2006
    Posts
    690

    simulate data

    Yes there is under tools, data analysis, random number generation


    Lots of different distributions available

    You might need to install data add ins

    Also beware if you are generating hundreds of thousands of variables, you get repetition.

  3. #3
    Forum Contributor
    Join Date
    02-28-2006
    Posts
    690
    further to my previous reply yes you can predict future numbers, but for a 40 year future prediction you are likely to get a very uncertain answer, eg if you make 12% on average now, but in the past it has varied from -6% to +30%, then you COULD make -4%,3% and 0% in the next 3 years

    Or you could make 9%, 21%, 24% in the next 3 years. Starting with $1000, at the start of year 4 you could have $989 or $1635

    I believe you will end up with an answer something like, for $1000 investment, in 40 years you will have between $15000 and $210,000, ie a mean of $112,500

    The nature of random (normal) variation means that you don't NECESSARILY get one good year for every bad year you have....

  4. #4
    Mike Middleton
    Guest

    Re: simulate values for a given Mean and Standard deviation

    Myl -

    If you want random values from the normal distribution, using dynamic
    worksheet functions, you could try

    =NORMINV(RAND(),Mean,StDev)

    The numerical accuracy of both NORMINV and RAND are much improved in Excel
    2003 (and NORMINV is much slower).

    - Mike
    www.mikemiddleton.com

    "Myl" <[email protected]> wrote in message
    news:[email protected]...
    >I want to simulate values for a given mean and standard deviation. wat
    > is the procedure to do this? is there any free excels addins available
    > to do this.
    > For example, My portfolio return(mean) is 12% and Risk(SD) is 18% . Now
    > I want to simulate values for next 30-40 years Returns. How to do this?
    > is there any free add-ins that wud generate these yearly returns if we
    > provide the population mean and standard deviation.
    >




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