Publication date: 07/24/2024
Bivariate Analysis
Examine Relationships between Two Continuous Variables
Use the Bivariate platform to investigate the relationship between two continuous variables. The scatterplot provides a graphical view of the data. Options enable you to fit simple linear regression lines, polynomial regression curves, or smoothers to the data.
The Bivariate platform is the continuous by continuous personality of the Fit Y by X platform. The word bivariate simply means involving two variables instead of one (univariate) or many (multivariate).
Figure 5.1 Example of Bivariate Analysis
Contents
Overview of the Bivariate Platform
Example of Bivariate Analysis
Launch the Bivariate Platform
Data Format
The Bivariate Report
Bivariate Platform Options
Bivariate Fit Options
Bivariate Fit Reports
Fit Mean Report
Fit Line, Fit Polynomial, and Fit Special Reports
Fit Special Window
Fit Spline Report
Kernel Smoother Report
Fit Each Value Report
Fit Orthogonal Report
Robust Fit Report
Passing-Bablok Fit Report
Density Ellipse Report
Nonpar Density Report
Additional Examples of the Bivariate Platform
Example of the Fit Special Option
Example of the Fit Orthogonal Option
Example of the Fit Robust Option
Example of Group By Using Density Ellipses
Example of Group By Using Regression Lines
Example of Grouping Using a By Variable
Statistical Details for the Bivariate Platform
Statistical Details for the Fit Line Option
Statistical Details for the Fit Polynomial Option
Statistical Details for the Fit Spline Option
Statistical Details for the Fit Orthogonal Option
Statistical Details for the Robust Options
Statistical Details for the Fit Passing Bablok Option
Statistical Details for the Summary of Fit Report
Statistical Details for the Lack of Fit Report
Statistical Details for the Parameter Estimates Report
Statistical Details for the Smoothing Fit Report
Statistical Details for the Bivariate Normal Ellipse Report
Want more information? Have questions? Get answers in the JMP User Community (community.jmp.com).