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jstrut
Level II

Problem with Parameter Estimates in a Regression Interaction

Hello! I am having difficulty looking into what drives an interaction I have found. The interaction is between Age and Group. Since Age is a continuous variable, I have used a regression to look into it. I would like to do individual t-tests within the regression to see what is driving the interaction. I believe this would be under the "Parameter Estimates" section of the report.

 

However, for whatever reason, JMP does not include all three groups in the Parameter Estimates. It always seems to leave out a group. I tried the model with groups A, B, and C, and it gave me estimates for A and B. When I tried it with just groups B and C, it only gave me estimates for B. And when I tried groups A and C, it again only gave me estimates for A. Why is this? Can anybody help me? Thank you!

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dale_lehman
Level VI

Re: Problem with Parameter Estimates in a Regression Interaction

The mathematics requires that one group be omitted since an observation that does not belong to any of the other groups must belong to that particular group (rendering the matrix noninvertable).  In order to see all the regresssion coefficients, click on the red triangle at the top of the model output and ask for the Expanded Estimates and it will show the coefficients for all the groups (the missing group coefficient is always equal to 0 - sum of the other coefficients).

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dale_lehman
Level VI

Re: Problem with Parameter Estimates in a Regression Interaction

The mathematics requires that one group be omitted since an observation that does not belong to any of the other groups must belong to that particular group (rendering the matrix noninvertable).  In order to see all the regresssion coefficients, click on the red triangle at the top of the model output and ask for the Expanded Estimates and it will show the coefficients for all the groups (the missing group coefficient is always equal to 0 - sum of the other coefficients).

View solution in original post

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jstrut
Level II

Re: Problem with Parameter Estimates in a Regression Interaction

That was exactly what I was looking for. Thank you so much for the help and the explanation!
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