I was asked to speak recently on a topic that includes two hyped terms: Big data and sustainability. At the risk of igniting an anti-buzzword campaign, I added a third over-used term to that list: analytics. Even though individuals and companies use those three words – big data, sustainability, and
With as much as I travel, I have to confess that I’ve become a bit of a food snob. And for good reason, I might add. Two days in a Chilean hospital will make anyone stick with what they know and trust. After that experience, it was just me and
At SAS, we’re proud to have customer satisfaction rates reaching up to 90 percent – that’s among the highest in the industry. But we didn’t get there by resting on our laurels. Our customers expect the best from us, and we want to deliver. To that end, we’re making a
Last night, here in the U.S., an outbreak of deadly tornadoes tore across several states. Unfortunately, nobody knows how to predict a tornado with certainty, but let's brainstorm on how SAS Software can help analyze the data in the aftermath of a natural disaster like this... Being a graph guy, the first
Principle 4: Completeness – A bank should be able to capture and aggregate all material risk data across the banking group. Data should be available by business line, legal entity, asset type, industry, region and other groupings, as relevant for the risk in question, that permit identifying and reporting risk
Dear Rick, I am trying to create a numerical matrix with 100,000 rows and columns in PROC IML. I get the following error: (execution) Unable to allocate sufficient memory. Can IML allocate a matrix of this size? What is wrong? Several times a month I see a variation of this
The series plot is a popular way to visualize response data over a continuous axis like date with a group variable like treatment. Here is some data I made up of a response value by date, treatment, classification and company that makes the drug. The data is simulated as shown in the attached program
What if virtual reality technology allowed you to immerse yourself in big data? That could be your future – and sooner than you think. It happened in August 2013 at the University of Washington: the first direct brain-to-brain communication, with one researcher controlling another researcher’s brain over Skype. Maybe in
This week's SAS tip is from Robert Virgile and his illuminating new book SAS Macro Language Magic: Discovering Advanced Techniques. Robert has 30 years of experience developing and teaching SAS classes. And his new book is filled with powerful programming techniques. If you like this week's free excerpt, you can read
As we saw last time with Steve Morlidge's analysis of the M3 data, forecasts produced by experts under controlled conditions with no difficult-to-forecast series still failed to beat a naive forecast 30% of the time. So how bad could it be for real-life practitioners forecasting real-life industrial data? In two words:
This year’s conference moves to San Diego, and it’s packed with great learning, networking and fun things to do. I’ve had a small part in the planning, but the bulk of the work is being done by a very hard-working group of volunteers. If you want to be a part of
Over the past few months, many US states and districts have received data about student growth and teacher effectiveness. Some educators experience the excitement of outstanding scores and, most importantly, the success of their students’ growth. Some quietly plug along, satisfied to be meeting growth targets and deciding if it isn’t broken,
In our hyper-connected world, information technology plays a key role in nearly every field and industry. Higher education is no exception, and that’s where EDUCAUSE comes in. This non-profit association works to advance higher education through the use of information technology. One of the primary ways EDUCAUSE achieves its goal
Super foods have been all the rage for the past few years. We’ve all heard about certain super foods that are darlings in the media like kale, blueberries, acai berries and salmon to name a few. What about other super foods that maybe aren’t so sexy like sardines, organ meats,
The Spring 2014 issue of Foresight includes Steve Morlidge's latest article on the topic of forecastability and forecasting performance. He reports on sample data obtained from eight business operating in consumer (B2C) and industrial (B2B) markets. Before we look at these new results, let's review his previous arguments: 1. All
Solving the mystery of Malaysia Airlines Flight 370 hinges on the finding the plane's black boxes, or flight data and cockpit voice recorder. An airplane’s black box is something we hope never has to be used, but when there’s a problem, we sure are glad that it’s there. The black
Just one last short article about properties of the Hilbert matrix. I've already blogged about how to construct a Hilbert matrix in the SAS/IML language and how to compute a formula for the determinant. One reason that the Hilbert matrix is a famous (some would say infamous!) example in numerical
As I was doing my taxes, I wondered where the government is spending my tax dollars. And being a SAS user, I decided to find out using a graph ... I did a few Google searches on "tax graphs" and found one on the CNN web site that I liked - it
The call for papers is open for all 2014 US regional users conferences. A few deadlines are just around the corner, and you won’t want to miss them! WUSS 2014 – May 5 SESUG 2014 — May 19 MWSUG 2014 — June 13 SCSUG 2014 — June 30 Spring is a difficult time
I’ve been to a fair number of SAS User Group International (SUGI) and SAS Global Forum conferences over the years, but I don’t think I’ve been to one as productive, well-organized and fun as this year’s conference in Washington DC. Part of what made the conference very relevant for many
Analytics gives us not just the ability but the imperative to separate our planning activities into two distinct segments – detailed planning that leads to budgets in support of execution, and high-level, analytic-enabled business/scenario planning. My critique of Control Towers in this blog last time led me not only to
Many factors have to work together for organizations to compete on big data analytics. First, you need the right technology. Second, you need to look at the skill set that is required to use the technology and the culture changes that are often needed. So how do you bring it
Principle 3: Accuracy and Integrity – A bank should be able to generate accurate and reliable risk data to meet normal and stress/crisis reporting accuracy requirements. Data should be aggregated on a largely automated basis so as to minimize the probability of errors. It seems logical that banks would want
I have previously written about the scope of local and global variables in the SAS/IML language. You might wonder whether SAS/IML modules can also have local scope. The answer is no. All SAS/IML modules are known globally and can be called by any other modules. Some object-oriented programming languages support
Often, the topic of an article is motivated by a question from a user. A satisfactory resolution of the situation is usually a good indication of a topic that may be of interest to other users. On such question was posed to me by a user this weekend. He wanted to display fit
If you’re an analyst, you know discovery in a complicated data set is one of the toughest problems to solve. But did you know the Business Knowledge Series course, Exploratory Analysis for Large and Complex Problems Using SAS Enterprise Miner, can help you solve those issues by tackling real-world problems?
Some very common questions we receive into Technical Support are, “I need to be able to send the data for every hospital listed in my data set to a separate .csv file. How can I do that?” Or, “How can I run a PROC REPORT for each region listed in
Here is editor Len Tashman's preview of the new Spring 2014 issue of Foresight. In particular note the new article by Steve Morlidge of CatchBull, reporting on an analysis of eight B2B and B2C companies, which we'll discuss in a separate post. An organization’s collaboration in forecasting and planning has
Would you like to analyze the 9 million lines of Medicare payment data that was recently made public? You'll need lots of luck if you're planning to use Excel ... whereas this is the kind of thing SAS was built for! Here's a sneak-peek at what the text data looks
This week's SAS tip is from Barry de Ville and Padraic Neville's enterprising new book Decision Trees for Analytics Using SAS Enterprise Miner. With their combined vast expertise, De Ville and Neville have created a comprehensive guide to decision tree theory, use, and applications. If you're interested in this week's free
