Script for saving residuals: Informative Names for Residuals Columns

cbhalpern — Sat, 10 Jun 2023 23:46:07 GMT

I am using JMP Pro 15.2.1 to generate a series of progressively simpler split-plot models (specified as Mixed Models in the Fit Model window).

I have many response variables. For each of these I am generating 5 nested models . For a given response variable (for example "FinalYr5", in the attached JSL):

Random effects include randomized block (:Blk#) and whole plot randomized within block (:Name( "Whole plot" )[:Blk#]
Fixed effects include Insolation (Insoln), Moisture addition (Moist), and their interaction.

The 5 nested models include the following terms. The first two are shown in the attached JSL

Insoln + Moist +Insoln * Moist [+Random effects]
Insoln + Moist [+Random effects]
Insoln [+Random effects]
Moist [+Random effects]
Null [Random effects]

To save Residuals (and the Prediction Formula) in the data table, I inserted those terms in the Run() statement. So far, so good. However, the columns automatically named in the data table, below, are not informative.

Residuals FinalYr5 [Insoln + Moist +Insoln * Moist]
Residuals FinalYr5 2 [Insoln + Moist]
Residuals FinalYr5 3 [Insoln]
Residuals FinalYr5 4 [Moist]
Residuals FinalYr5 5 [Null]

Question: Is there a scripting method to assign more meaningful names to the columns saved in the data table? For example, is there script that would allow me to assign names to columns to better reflect the model terms in brackets, above? (e.g., I+M+IxM, I+M,...)

	Fit Group(
Fit Model(
Y( :FinalYr5 ),
Effects( :Insoln, :Moist, :Insoln * :Moist ),
Random Effects( :Blk#, :Name( "Whole plot]" )[:Blk#] ),
NoBounds( 1 ),
Personality( "Mixed Model" ),
Run( Repeated Effects Covariance Parameter Estimates( 0 ), Residuals(1), Prediction Formula(1) ),
SendToReport(
Dispatch(
{},
"Actual by Conditional Predicted Plot",
OutlineBox,
{Close( 1 )}
),
Dispatch(
{},
"Fixed Effects Parameter Estimates",
OutlineBox,
{Close( 1 )}
)
)
),
Fit Model(
Y( :FinalYr5 ),
Effects( :Insoln, :Moist ),
Random Effects( :Blk#, :Name( "Whole plot" )[:Blk#] ),
NoBounds( 1 ),
Personality( "Mixed Model" ),
Run( Repeated Effects Covariance Parameter Estimates( 0 ), Residuals(1), Prediction Formula(1) ),
SendToReport(
Dispatch(
{},
"Actual by Conditional Predicted Plot",
OutlineBox,
{Close( 1 )}
),
Dispatch(
{},
"Fixed Effects Parameter Estimates",
OutlineBox,
{Close( 1 )}
)
)
),

Re: Script for saving residuals: Informative Names for Residuals Columns

Byron_JMP — Tue, 22 Mar 2022 16:53:02 GMT

go to Help>Scripting Index, and search for Set Name.

there is this simple example of how to change a column name via JSL

Names Default To Here( 1 );
dt = Open( "$SAMPLE_DATA/Big Class.jmp" );
:Age << Set Name( "Time" );

Re: Script for saving residuals: Informative Names for Residuals Columns

cbhalpern — Tue, 22 Mar 2022 18:08:19 GMT

Thank you.

topic Script for saving residuals: Informative Names for Residuals Columns in Discussions

Script for saving residuals: Informative Names for Residuals Columns

Re: Script for saving residuals: Informative Names for Residuals Columns

Re: Script for saving residuals: Informative Names for Residuals Columns