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Rick Wicklin 0
Constructing common covariance structures

I recently encountered a SUGI30 paper by Chuck Kincaid entitled "Guidelines for Selecting the Covariance Structure in Mixed Model Analysis." I think Kincaid does a good job of describing some common covariance structures that are used in mixed models. One of the many uses for SAS/IML is as a language

Data Visualization
Sanjay Matange 0
Density Strip Plot

In the previous post on Violin Plots, we discussed the process to create custom density plots.  This work was done in collaboration with SAS user James Marcus.  This is the second installment on the same topic - Creating Density Strip Plots.  We will use the same data and process to compute

Advanced Analytics
Rick Wicklin 0
Compute the log-determinant of a matrix

The determinant of a matrix arises in many statistical computations, such as in estimating parameters that fit a distribution to multivariate data. For example, if you are using a log-likelihood function to fit a multivariate normal distribution, the formula for the log-likelihood involves the expression log(det(Σ)), where Σ is the

Data Visualization
Sanjay Matange 0
Violin Plots

Over the past month or more, I have been in a conversation with SAS user James Marcus, on creation of some new displays for visual communication of uncertainty.  These include display of densities using a "Violin" plot, "Density Strips" and more.   With his permission, I can share some of the

Rick Wicklin 0
That distribution is quite PERT!

There are a lot of useful probability distributions that are not featured in standard statistical textbooks. Some of them have distinctive names. In the past year I have had contact with SAS customers who use the Tweedie distribution, the slash distribution, and the PERT distribution. Often these distributions are used

SAS Events
Waynette Tubbs 0
Big data in small bites

Sigurd Hermansen, from Westat, got his idea for breaking big data into small pieces after watching Jim Goodnight dissect a blade server to show the power high-performance analytics has processing for big data. Goodnight also demonstrated how Visual Analytics Explorer transfers the data from the servers to a workstation and

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