Programming the statistical procedures from SAS

Proc NLIN and adjusted R²

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Proc NLIN and adjusted R²

Hello everyone, I used a Proc NLIN to fit a nonlinear function, but as this regression has no intercept, I have no R². I think, in this case, the adjusted R² is used [R²a = 1-SS (residuel) / SS (corrected total)], (mentioned in several publications). is anybody can help me to calculate it.


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‎07-11-2016 05:02 AM
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Re: Proc NLIN and adjusted R²

@PGStats

Thank you very much PGstats for wealthy enough information that you have provided me, in addition, there is a fairly long conversation entitled "Adjusted R^2 (adjusted R square)"  which contains the answer to my question with further details.

 

 

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Re: Proc NLIN and adjusted R²

Adjusted R-square is adjusted for the number of parameters fitted, not for the absence of an intercept. Removing the intercept changes the definition of R-square by adding the assumption that in the absence of independent variable effects, the response would be zero (instead of some mean value). Although removing the intercept is sometimes convenient to get some estimates, it is not compatible with estimating the proportion of variance explained by your model. 

PG
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‎07-11-2016 05:02 AM
Contributor
Posts: 55

Re: Proc NLIN and adjusted R²

@PGStats

Thank you very much PGstats for wealthy enough information that you have provided me, in addition, there is a fairly long conversation entitled "Adjusted R^2 (adjusted R square)"  which contains the answer to my question with further details.

 

 

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