I am using proc transreg to test different transformations in the sashelp.baseball dataset. I request all plots and sometimes I can see a curve fit graph and sometimes I can't. Is there something I am missing if I want to output the regression fit with the code below?
DATA BASEBALL;
SET SASHELP.BASEBALL;
RUN;
ODS GRAPHICS ON;
ODS OUTPUT
NObs = num_obs
FitStatistics = fitstat
Coef = params
;
PROC TRANSREG
DATA=BASEBALL
PLOTS=ALL
SOLVE
SS2
PREDICTED;
;
MODEL_1:
MODEL POWER(logsalary/parameter=1) = log(nruns);
OUTPUT OUT = fitted_model;
RUN;
For clarity, the regression fit plot is a scatter plot with the estimated regression line fitted through
The fit plot is generated when the dependent variable does not have a transformation. You can create the transformation ahead of time to get this graph then.
From documentation:
ODS Graph Name: FitPlot
Plot Description: Simple Regression and Separate Group Regressions
Statement and Option: MODEL, a dependent variable that is not transformed, one non-CLASS independent variable, and at most one CLASS variable
This code works for me:
PROC TRANSREG
DATA=sashelp.BASEBALL
PLOTS=ALL
SOLVE
SS2
PREDICTED;
;
MODEL_1:
MODEL identity(logsalary) = log(nruns);
OUTPUT OUT = fitted_model;
RUN;
And generates the desired graph.