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At PharmaSUG 2014 in San Diego, I had the pleasure of attending "Swimmer Plot: Tell a Graphical Story of Your Time to Response Data Using PROC SGPLOT", by Stacey Phillips. In this paper, Stacey presented an interesting graph showing the effects of a study drug on patients' tumor size. Stacey
Having spent a good part of my career “owning” the data hub in IT for analytics solutions, I think I can say, the myth that IT controls all things data has become less and less true through the years – and eventually it will be completely false. Or maybe it
Last month, SAS launched our new no-cost software for higher education teaching, learning and research – SAS® University Edition. Available to students, professors, academic researchers and lifelong learners, SAS University Edition provides local access to BASE SAS®, SAS/STAT® software, SAS® Studio, SAS/IML® software and SAS/ACCESS® Interface to PC Files. SAS University Edition
My esteemed colleague and recently-published author Jared Dean shared some thoughts on how ensemble models help make better predictions. For predictive modeling, Jared explains the value of two main forms of ensembles --bagging and boosting. It should not be surprising that the idea of combining predictions from more than one
A colleague asked me an interesting question: I have a journal article that includes sample quantiles for a variable. Given a new data value, I want to approximate its quantile. I also want to simulate data from the distribution of the published data. Is that possible? This situation is common.
Today it is common knowledge that a classroom teacher is the single largest in-school influence on student academic growth[1]. So when South Carolina received ESEA flexibility in July, 2012, the State Department of Education immediately began an initiative empowering teachers to increase their own effectiveness. Known as the Educator Evaluation System
Recently, a user posed a question on how to plot stacked frequencies on a time axis. The data included frequencies of different viruses by week. The data is modified to preserve confidentiality and is shown below. The user's first instinct was to use a bar chart with stacked groups. This works for automatically computing frequencies
Principle 11: Risk management reports should be distributed to the relevant parties while ensuring confidentiality is maintained. Early in 2013, the Basel Committee on Banking Supervision (BCBS) issued guidelines for banks regarding risk data aggregation and reporting. Known collectively as BCBC 239, these principles were designed to ensure that banks
Let’s be honest. When well planned, a SAS Grid Computing platform as the basis for a shared, highly available, high-performance analytics environment can pay for itself many times over. However, it is critical that your overall objectives and computing environment be well understood for you to achieve success with your
Today is my 500th blog post for The DO Loop. I decided to celebrate by doing what I always do: discuss a statistical problem and show how to solve it by writing a program in SAS. Two ways to parameterize the lognormal distribution I recently blogged about the relationship between
This probably won't surprise any of my regular readers: "SAS custom tasks" is one of my favorite topics to talk about. Since 2007, I've written blogs about how you can use custom tasks to extend SAS Enterprise Guide and the SAS Add-In for Microsoft Office. I've shared lots of examples,
In 1990, the North Carolina General Assembly created the Sentencing and Policy Advisory Commission to evaluate sentencing laws and policies and recommend any modifications necessary to achieve policy goals. As part of the mandate, the General Assembly required the Sentencing Commission to develop a correctional population simulation model. The model
From managing excess DVD inventory to optimizing digital distribution channels, Hollywood’s supply chain transformation in the last decade has been massive. Knowing this background, and having spent a good part of my life surrounded by the entertainment industry, I was intrigued and inspired by the recent Entertainment Supply Chain Academy
SAS software can be used for many things - here's how you could use it to help save endangered sea turtles! You've seen SAS used to track endangered wildlife by the shape of their footprints, and help run Texas Parks & Wildlife. Now, how about tracking the movements of (and thereby helping
There are thousands of kitchen gadgets on the market designed to make cooking easier, quicker and more efficient. However, most of these gadgets serve one specific purpose and take up prime kitchen real estate. After a few uses they end up being thrown in the back of a drawer or