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Erroneous Regression on Residuals

  1. #1
    Scott
    Guest

    Erroneous Regression on Residuals

    When I correct for the collinearity of regressors in a multivariate
    regression by replacing with residuals from another regression, regression in
    Excel is not working. One or more of the coefficients in the multivariate
    system (incorrectly) go to 0, with a p-value of 1. When I have tried on other
    machines, it runs fine. It seems like my stat pack is flawed. Has anyone else
    encountered this? Is there a way to debug?

  2. #2
    Mike Middleton
    Guest

    Re: Erroneous Regression on Residuals

    Scott -

    You have not provided much information. What versions of Excel run fine, and
    what versions don't? What "stat pack" are you using?

    Excel's Regression tool in its Analysis ToolPak uses the LINEST worksheet
    function for calculation. Its numerical properties have improved in recent
    versions of Excel. See the Knowledge Base article:

    Description of the LINEST function in Excel 2003 and in Excel 2004 for Mac
    http://support.microsoft.com/default...b;en-us;828533

    If that doesn't answer your question, please provide more information.

    - Mike
    www.mikemiddleton.com

    "Scott" <[email protected]> wrote in message
    news:[email protected]...
    > When I correct for the collinearity of regressors in a multivariate
    > regression by replacing with residuals from another regression, regression
    > in
    > Excel is not working. One or more of the coefficients in the multivariate
    > system (incorrectly) go to 0, with a p-value of 1. When I have tried on
    > other
    > machines, it runs fine. It seems like my stat pack is flawed. Has anyone
    > else
    > encountered this? Is there a way to debug?




  3. #3
    Keith
    Guest

    RE: Erroneous Regression on Residuals

    I have had the same result, I used MINITab demo and got the correct output.
    So there must be something wrong with Excel. I looked at the knowledge base
    as suggested by Mike M., but a first glance it does not answer the question
    why the the toolpak does not provide the expected outcome.

    Below is my post:

    I am using Data Analysis Toolpak|Regression to do a multiple regression
    analysis of 3 data variables and 11 dummy variables (14 total). The ANOVA and
    Statistics output is correct, but the coefficients for some dummy variables
    and the intercept do not match the expected output.

    Any thoughts?

    I am using Excel 2003 SP1.


    "Scott" wrote:

    > When I correct for the collinearity of regressors in a multivariate
    > regression by replacing with residuals from another regression, regression in
    > Excel is not working. One or more of the coefficients in the multivariate
    > system (incorrectly) go to 0, with a p-value of 1. When I have tried on other
    > machines, it runs fine. It seems like my stat pack is flawed. Has anyone else
    > encountered this? Is there a way to debug?


  4. #4
    Jerry W. Lewis
    Guest

    Re: Erroneous Regression on Residuals

    You are probably seeing the issue discussed in

    http://groups-beta.google.com/group/...62751e581b6e26

    Jerry

    Keith wrote:

    > I have had the same result, I used MINITab demo and got the correct output.
    > So there must be something wrong with Excel. I looked at the knowledge base
    > as suggested by Mike M., but a first glance it does not answer the question
    > why the the toolpak does not provide the expected outcome.
    >
    > Below is my post:
    >
    > I am using Data Analysis Toolpak|Regression to do a multiple regression
    > analysis of 3 data variables and 11 dummy variables (14 total). The ANOVA and
    > Statistics output is correct, but the coefficients for some dummy variables
    > and the intercept do not match the expected output.
    >
    > Any thoughts?
    >
    > I am using Excel 2003 SP1.
    >
    >
    > "Scott" wrote:
    >
    >
    >>When I correct for the collinearity of regressors in a multivariate
    >>regression by replacing with residuals from another regression, regression in
    >>Excel is not working. One or more of the coefficients in the multivariate
    >>system (incorrectly) go to 0, with a p-value of 1. When I have tried on other
    >>machines, it runs fine. It seems like my stat pack is flawed. Has anyone else
    >>encountered this? Is there a way to debug?
    >>



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