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Basic Analysis and Graphing - SAS

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Chapter 4 Performing Bivariate <strong>Analysis</strong> 117<br />

Fitting Menus<br />

Smoothing Spline Fit <strong>and</strong> Local Smoother Only:<br />

Save Coefficients Saves the spline coefficients as a new data table, with columns called X,<br />

A, B, C, <strong>and</strong> D. The X column gives the knot points. A, B, C, <strong>and</strong> D are<br />

the intercept, linear, quadratic, <strong>and</strong> cubic coefficients of the<br />

third-degree polynomial. These coefficients span from the<br />

corresponding value in the X column to the next highest value.<br />

Bivariate Normal Ellipse Only:<br />

Shaded Contour<br />

Select Points Inside<br />

Select Points Outside<br />

Shades the area inside the density ellipse.<br />

Selects the points inside the ellipse.<br />

Selects the points outside the ellipse.<br />

Quantile Density Contours Only:<br />

Kernel Control<br />

Displays a slider for each variable, where you can change the kernel<br />

st<strong>and</strong>ard deviation that defines the range of X <strong>and</strong> Y values for<br />

determining the density of contour lines.<br />

5% Contours Shows or hides the 5% contour lines.<br />

Contour Lines<br />

Contour Fill<br />

Select Points by Density<br />

Color by Density Quantile<br />

Save Density Quantile<br />

Mesh Plot<br />

Model Clustering<br />

Save Density Grid<br />

Shows or hides the contour lines.<br />

Fills the areas between the contour lines.<br />

Selects points that fall in a user-specified quantile range.<br />

Colors the points according to density.<br />

Creates a new column containing the density quantile each point is in.<br />

Is a three-dimensional plot of the density over a grid of the two analysis<br />

variables. See Figure 4.18.<br />

Creates a new column in the current data table <strong>and</strong> fills it with cluster<br />

values.<br />

Note: If you save the modal clustering values first <strong>and</strong> then save the<br />

density grid, the grid table also contains the cluster values. The cluster<br />

values are useful for coloring <strong>and</strong> marking points in plots.<br />

Saves the density estimates <strong>and</strong> the quantiles associated with them in a<br />

new data table. The grid data can be used to visualize the density in<br />

other ways, such as with the Scatterplot 3D or the Contour Plot<br />

platforms.

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