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Correlation and Regression

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  • Posted by: remi
    Posted on: Tuesday, 22nd September 2009, 9:37 AM.



    Hmm, Jody;

    If you mean that the Correlation disagrees with the Regression analysis, I think you must have made a mistake somewhere.

    If one has 2 columns of data in Minitab and performs Correlation (Stat => BasStat=>Corr) and Regression (Stat=> Regr=>Regr) one will get the same p-value (because essentially the same H0-analysis is done). And also the square of the Correlation value (r*r) will be equal to R-sq from the Regression.

    It is possible that you know from Expertise that there is no (known physical) reason for Cause and Effect Relation  and that the Correlation Analysis shows different, but that is something ELSE.
    Apparantly the data shows a relation anyway. Now you 'only' have to find out why (sometimes it's your data collection plan; sometimes it happened because of special purposes and sometimes it only looks that way (often your sample is too small)).
    And sometimes you get a new insight; the theoretical expertise was wrong in this situation (most often because one of the assumptions was wrong).

    How many datapoints (2 datapoints show always a strong correlation)?
    What are the Minitab outputs?

    Remi


     Message Thread:
      Correlation and Regression by jody on Monday, 24th August 2009
           Re: Correlation and Regression by Thothathiri on Thursday, 3rd September 2009
                Re: Correlation and Regression by jody on Friday, 4th September 2009
           Re: Correlation and Regression by hitesh on Friday, 4th September 2009
                Re: Correlation and Regression by jody on Friday, 4th September 2009
                     Re: Correlation and Regression by remi on Tuesday, 22nd September 2009
                          Re: Correlation and Regression by jody on Tuesday, 22nd September 2009
                               Re: Correlation and Regression by remi on Tuesday, 22nd September 2009
                                    Re: Correlation and Regression by jody on Tuesday, 22nd September 2009
                                         Re: Correlation and Regression by remi on Tuesday, 22nd September 2009
                                              Re: Correlation and Regression by jody on Tuesday, 22nd September 2009


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