Most statistical programmers have seen a graph of a normal distribution that approximates a binomial distribution. The figure is often accompanied by a statement that gives guidelines for when the approximation is valid. For example, if the binomial distribution describes an experiment with n trials and the probability of success
In my role at SAS I have the great fortune to meet with business intelligence and analytic (BI&A) teams all across the United States to share and discuss best practices and pain points, particularly around the ability to execute and operationalize insight internally and externally throughout the organization. In these
Most users of the ODS Graphics system have probably had the need to adjust the dimensions of their graph output at times. The ODS GRAPHICS statement makes this easy to do. This statement supports the WIDTH= and HEIGHT= options. If you set just one of these, the system will calculate
Did you oversleep this morning? If you live in the United States of America, Monday morning seems to have arrived just a bit earlier, accompanied by a bit more "dark" than usual. That's because as good time-fearing citizens, we have all set our clocks ahead by one hour so as
SAS provides several ways to compute sample quantiles of data. The UNIVARIATE procedure can compute quantiles (also called percentiles), but you can also compute them in the SAS/IML language. Prior to SAS/IML 9.22 (released in 2010) statistical programmers could call a SAS/IML module that computes sample quantiles. With the release
Sometimes, I pick something fun to do with SAS/GRAPH so that I can learn and experiment with some of the more obscure functionality that I'm wanting to master. This is one of those situations. This fun graph allowed me to experiment with crosshatch patterns in maps, overlapping map areas and creating 'holes' in maps.
If your company has an EPTO account, it could be like getting a FASTPASS ticket to SAS Global Forum. EPTO units won't move you to the head of the line like FASTPASS (there are no lines), but they can pay for your SAS Global Forum event registration fees! Don’t know what
The Adverse Event Timeline graph posted earlier used the MARKERCHAR option of the SCATTER plot to draw the AE names. This option places a center-justified label at the marker position. There is no option in SAS 9.2 version to right-justify the label. Hence, we have to compute an offset in data
In the United States, this upcoming weekend is when we turn our clocks forward one hour as we adopt daylight saving time. (Some people will also flip their mattresses this weekend!) Daylight saving time (DST) in the US begins on the second Sunday in March and ends on the first
What channels do marketers think are important? Which do they think are good? What new technologies are they focused on? And how are they getting to grips with Social Media? This was the theme of a webinar I participated in last week, hosted by Marketing Week (the leading marketing publication
A few years ago I had the privilege of presenting the last technical paper at SAS Global Forum. This year, conference chair Andy Kuligowski asked me to go one better than that, and present a talk at the official Closing Session. What will I talk about? That's a mystery (maybe
During IFSUG yesterday, Sunil Gupta gave attendees to his presentation a special homework assignment. Look into the SAS Enterprise Guide task 'Characterize Data'. Sunil suggested that this was a simple approach to quickly getting a summary of all the variables within your data table. Of course, some programmers will use
I work with continuous distributions more often than with discrete distributions. Consequently, I am used to thinking of the quantile function as being an inverse cumulative distribution function (CDF). (These functions are described in my article, "Four essential functions for statistical programmers.") For discrete distributions, they are not. To quote
"Bad data does exist," says Sunil Gupta, SAS author and Global Corporate Trainer, Gupta Programming. Gupta is an expert in the pharmaceutical and medical device industry, but he volunteered this week to speak to an audience of SAS users in the insurance and financial services industries about minimizing the impact and
Today at IFSUG, Chuck Patridge presented a wonderful talk about how to complete fuzzy matching using BASE SAS tools. Chuck has been programming SAS since 1979 and has been tasked multiple times with coming up with in-house solutions to address business needs without the software costs that are typically associated
At the IFSUG conference this week in Cary, NC I met Stephen Harris from Bank of America. Stephen gave the talk "Manage Your Partners Before You Manage Your Dashboards: Designing Great Dashboards" covering the business aspects of successfully implementing dashboards. When you back up for a second to consider the
The next time you write a DATA step, try to express it in iambic pentameter. Or instead of a SAS macro function, how about a SAS macro sonnet? (Or, for the more base among you, a limerick?) That's the spirit behind the code {poems} project. You write a poem in
Bubble plots are often used to display social and economic data as Gapminder effectively does. With the addition of the BUBBLEPLOT statement to SAS 9.3, it is now possible to create bubble plots in SAS with a few lines of code: proc template; define statgraph bplot; begingraph; entrytitle 'Bubble Plot
By show of hands, I’d like to know what you consider to be the most exciting day of SAS Global Forum
As a SAS developer, I am always looking ahead to the next release of SAS. However, many SAS customer sites migrate to new releases slowly and are just now adopting versions of SAS that were released in 2010 or 2011. Consequently, I want to write a few articles that discuss
If you've never lived outside of your own small town, you might not realize that each country has a distinct way of writing and formatting currency and numbers. This can be a real problem when working with data and code - I'll bet some of you are already aware of
I've blogged several times about multivariate normality, including how to generate random values from a multivariate normal distribution. But given a set of multivariate data, how can you determine if it is likely to have come from a multivariate normal distribution? The answer, of course, is to run a goodness-of-fit
About once a month, a customer approaches SAS and asks a question of significance. By "significance", I don't necessarily mean "of great importance", but instead I mean "of how SAS handles large numbers, or floating-point values with many significant digits". In response, we always first ask why they asked. This
In the previous post, “Roses are red, violets are blue…”, I discussed the general problem of getting style attributes to line up with specific group values and some ways to overcome the problem. In this installment, I want to elaborate on the attribute map functionality in the Graph Template Language
Sometimes in matrix computations you need to obtain the values of certain submatrices such as the diagonal elements or the super- or subdiagonal elements. About a year ago, I showed one way to do that: convert subscripts to indices and vice-versa. However, a tip from @RLangTip on Twitter got me
As a Master Chief in US Navy submarines, one of my favorite sayings was “Good judgment comes from experience, and experience comes from poor judgment.” I've always had difficulty solidly learning new programming techniques in a traditional classroom. The new techniques and theories I've learned don’t really take root until I've used them to solve
There have been a lot of retrospectives marking the 10th anniversary of the USA PATRIOT Act, but I think what is most compelling is how dissatisfied the industry is with the status quo . KPMG’s ‘Global Anti-Money Laundering Survey 2011’ confirmed a number of trends: cost of compliance increased 45
This question came up while helping my presales colleague with a client’s question: “Is Microsoft Excel in direct competition with SAS?” Not really. I like to think of SAS as partnering with Excel. Because of the following Excel benefits and its synergy with SAS. Excel has been around for years.
Usually when you hear the expression "That's gonna leave a mark!", it's a bad thing! ... But, in this case, it's actually good! Since many of you SAS Global Forum attendees and/or your family members might be visiting the Disney park, I thought it would be fun to use SAS/GRAPH®
I recently saw a SAS Knowledge Base article called "How to stop processing your code if a certain condition is met." The article discusses the use of the %RETURN macro statement to abort the execution of a SAS program if some condition occurs. The "condition" is usually an error that
