topic Re: how can I get prediction profiler output estimation in a script? in Discussions

how can I get prediction profiler output estimation in a script?

j_angel_ramos_m — Thu, 08 Jun 2023 20:59:55 GMT

Hi all,

I have an experiment with many outputs, and I want to get the values given by the prediction formula in a script to send them to a data table. Anybody know how to do that?

Thanks,

Jose Angel

Re: how can I get prediction profiler output estimation in a script?

statman — Fri, 14 Aug 2020 04:17:44 GMT

If you select the red triangle next to the Response>Save Columns>Prediction Formula, it will add a column to your data table that has the prediction formula. If you right click on that column, and go to the Formula (it will have a check next to it) you can view the formula.

Re: how can I get prediction profiler output estimation in a script?

Mark_Bailey — Fri, 14 Aug 2020 13:46:31 GMT

The suggestion to save the model as a column formula is a good one. There are many ways to use it.

This example illustrates how you can directly get the value displayed in the profiler as another way:

Names Default to Here( 1 );

dt = Open( "$SAMPLE_DATA/Big Class.jmp" );

fit = dt << Fit Model(
	Y( :weight ),
	Effects( :age, :sex, :height ),
	Personality( "Standard Least Squares" ),
	Emphasis( "Minimal Report" ),
	Run(
		Profiler(
			1,
			Confidence Intervals( 1 ),
			Term Value(
				age( 12, Lock( 0 ), Show( 1 ) ),
				sex( "F", Lock( 0 ), Show( 1 ) ),
				height( 62.55, Lock( 0 ), Show( 1 ) )
			)
		),
		:weight << {Summary of Fit( 1 ), Analysis of Variance( 1 ),
		Parameter Estimates( 1 ), Scaled Estimates( 0 ),
		Plot Actual by Predicted( 1 ), Plot Regression( 0 ),
		Plot Residual by Predicted( 1 ), Plot Studentized Residuals( 0 ),
		Plot Effect Leverage( 1 ), Plot Residual by Normal Quantiles( 0 ),
		Box Cox Y Transformation( 0 )}
	)
);

fit rep = fit << Report;

prediction = Num( fit rep["Prediction Profiler"][AxisBox(1)][TextBox(2)] << Get Text );

Re: how can I get prediction profiler output estimation in a script?

MathStatChem — Fri, 14 Aug 2020 13:58:27 GMT

Try this in your script

rfit = fit << Report;

pf=rfit["Prediction Profiler"] << get scriptable object;

pf << Remember Settings;

dtout = (rfit["Prediction Profiler"]["Remembered Settings"][Table Box(1)]<< Make Into Data Table);