Publication date: 09/28/2021
Bivariate Analysis
Examine Relationships between Two Continuous Variables
Use the Bivariate platform to investigate the relationship between two continuous variables. Interactively add a simple linear regression line, polynomial regression curves, or smoothers to a scatter plot. Using the scatterplot, you can see at a glance the relationship between the two variables.
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
Example of Bivariate Analysis
Launch the Bivariate Platform
The Bivariate Plot
Fitting Options
Fitting Options
Fitting Option Categories
Fit the Same Option Multiple Times
Histogram Borders
Fit Mean
Fit Mean Report
Fit Line and Fit Polynomial
Linear Fit and Polynomial Fit Reports
Fit Special
Fit Special Reports and Menus
Flexible
Fit Spline
Kernel Smoother
Fit Each Value
Fit Orthogonal
Orthogonal Fit Ratio Report
Robust
Fit Robust
Fit Cauchy
Density Ellipse
Correlation Report
Nonpar Density
Quantile Density Contours Report
Group By
Fitting Menus
Fitting Menu Options
Diagnostics Plots
Additional Examples of the Bivariate Platform
Example of the Fit Special Option
Example of the Fit Orthogonal Option
Example of the Fit Robust Command
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
Fit Line
Fit Spline
Fit Orthogonal
Summary of Fit Report
Lack of Fit Report
Parameter Estimates Report
Smoothing Fit Reports
Correlation Report
Want more information? Have questions? Get answers in the JMP User Community (community.jmp.com).