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Publication date: 04/21/2023

Fit Response Screening Options

The Fit Response Screening red triangle menu contains options to save the calculated data.

Effect Tests

Shows or hides the Effect Tests table. See Effect Tests Table.

Effect Plots

Shows or hides the FDR PValue Plot for Effects and the FDR Logworth by Effect Size plot.

Overall Report

Shows or hides the Overall Fit table, which contains a row for each Y variable. For each Y, the columns in the table summarize information about the model fit. If you select the Robust Fit option on the launch window, the models are fit using Huber M-estimation. The table contains the following columns:

Y

The specified response columns.

RSquare

The multiple correlation coefficient.

RMSE

The Root Mean Square Error.

Count

The number of observations (or sum of the Weight variable).

Overall FRatio

The test statistic for model fit from the Analysis of Variance report in Least Squares Fit.

Overall PValue

The p-value for the overall test of model significance.

Overall Logworth

The logworth of the p-value for the overall test of model significance.

Overall FDR PValue

The overall p-value adjusted for the false discovery rate. (See The Response Screening Report.)

Overall FDR Logworth

The logworth of the Overall FDR PValue.

Overall Rank Fraction

(Not shown by default.) The rank of the Overall FDR Logworth expressed as a fraction of the number of tests. If the number of tests is m, the largest Overall FDR Logworth value has Rank Fraction 1/m, and the smallest has Rank Fraction 1.

Overall Plots

Shows or hides the Overall FDR PValue Plot and the FDR Logworth by RSquare plot.

Select Effects Where

Opens the Select Where window. You can select specific responses in the Effects Tests table that correspond to a particular condition by using the Comparison menu and Value text box. For example, you can select all effects such that Effect Size > 0.80. After you click OK, the responses are selected in the Result Table.

Tip: You can also access the Select Where window by right-clicking anywhere in the Effect Tests table.

Select Responses for Selected Effects

Selects response columns in the original data table that correspond to the selected effects in the Effect Tests table.

Save Effect Tests

Saves the Effect Tests table to a new data table. The Effect Tests data table contains a table variable called Original Data that gives the name of the data table that was used for the analysis. If you specified a By variable the Original Data variable also gives the By variable and its level.

Save Overall Fit

Saves the Overall Fit table to a new data table. The Overall Fit data table contains a table variable called Original Data that gives the name of the data table that was used for the analysis. If you specified a By variable the Original Data variable also gives the By variable and its level.

Save Estimates

Opens a data table in which each row corresponds to a response and the columns correspond to the model terms. The entries are the parameter estimates obtained by fitting the specified model. This data table also contains a table variable called Original Data that gives the name of the data table that was used for the analysis. If you specified a By variable, JMP creates an estimates table for each level of the By variable, and the Original Data variable gives the By variable and its level.

Save Prediction Formula

Adds columns to the original data table containing prediction equations for all responses.

Save Least Squares Means

Opens a data table where each row corresponds to a response and a combination of effect settings. The row contains the least squares mean and standard error for that combination of settings.

Model Dialog

Opens a window containing the model dialog that you have run to obtain the given report.

See Local Data Filters in JMP Reports, Redo Menus in JMP Reports, Save Platform Preferences, and Save Script Menus in JMP Reports in Using JMP for more information about the following options:

Local Data Filter

Shows or hides the local data filter that enables you to filter the data used in a specific report.

Redo

Contains options that enable you to repeat or relaunch the analysis. In platforms that support the feature, the Automatic Recalc option immediately reflects the changes that you make to the data table in the corresponding report window.

Platform Preferences

Contains options that enable you to view the current platform preferences or update the platform preferences to match the settings in the current JMP report.

Save Script

Contains options that enable you to save a script that reproduces the report to several destinations.

Save By-Group Script

Contains options that enable you to save a script that reproduces the platform report for all levels of a By variable to several destinations. Available only when a By variable is specified in the launch window.

Want more information? Have questions? Get answers in the JMP User Community (community.jmp.com).