Publication date: 04/12/2021

The Discriminant Analysis red triangle menu contains the following options:

Stepwise Variable Selection

(Not available for the Wide Linear method.) Shows or hides the Column Selection control panel. This control panel contains options that enable you to perform stepwise variable selection using covariance analysis and p-values. See Stepwise Variable Selection.

Discriminant Method

Specifies the discriminant method. Choose from Linear, Quadratic, Regularized, and Wide Linear. See Discriminant Methods.

Discriminant Scores

Shows or hides a table of the discriminant scores for each row.

Score Options

Provides options for the scoring of the observations. In particular, you can save the scoring formulas. See Score Options.

Canonical Plot

Shows or hides the Canonical Plot. See Canonical Plot and Canonical Structure.

Canonical Options

Provides options that affect the Canonical Plot. See Canonical Options.

Canonical 3D Plot

Shows a three-dimensional canonical plot. This option is available only when there are four or more levels of the categorical X. See Example of a Canonical 3D Plot.

Specify Priors

Enables you to specify prior probabilities for each level of the X variable. See Specify Priors.

Consider New Levels

Specifies that some points might not fit into any known group and should be considered to be from an unscored new group. See Consider New Levels.

Show Within Covariances

Shows or hides these reports:

– A Covariance Matrices report that gives the pooled-within covariance and correlation matrices.

– For the Quadratic and Regularized methods, a Correlations for Each Group report that shows the within-group correlation matrices.

For each group, the log of the determinant of the within-group covariance matrix is also shown.

– For the Quadratic discriminant method, adds a Group Covariances outline to the Covariance Matrices report that shows the within-group covariance matrices.

Show Within Covariances is not available for the Wide Linear discriminant method.

Show Group Means

Shows or hides the Group Means report that provides the mean of each covariate. Means for each level of the X variable and overall means appear.

Save Discrim Matrices

Saves a script called Discrim Results to the data table. The script is a list of the following objects for use in JSL:

– a list of the covariates (Ys)

– the categorical variable X

– a list of the levels of X

– a matrix of the means of the covariates by the levels of X

– the pooled-within covariance matrix

Save Discrim Matrices is not available for the Wide Linear discriminant method. See Save Discrim Matrices.

Scatterplot Matrix

Opens a Scatterplot Matrix report that shows a matrix with a scatterplot for each pair of covariates. The option invokes the Scatterplot Matrix platform with shaded density ellipses for each group. The scatterplots include all observations in the data table, even if validation is used. See Scatterplot Matrix.

Not available for the Wide Linear discriminant method.

Profiler

Shows or hides an interactive profiler report where the categorical probabilities are combined into a single profiler row. Changes in the factor values are reflected in the estimated classification probabilities. For more information about the options in the red triangle menu, see Prediction Profiler Options in Profilers.

See Local Data Filters in Reports, Redo Menus in Reports, and Save Script Menus in 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.

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).