Managing expectations for forecast accuracy is very important, as often those expectations are extreme after management invests in a new system. Software vendors have also been known to make overly (choose one: optimistic? sanguine? idyllic?) accuracy claims as part of their sales pitch. Of course, there is no arbitrary level of accuracy
A few colleagues and I were exchanging short snippets of SAS code that create Christmas trees and other holiday items by using the SAS DATA step to arrange ASCII characters. For example, the following DATA step (contributed by Udo Sglavo) creates a Christmas tree with ornaments and lights: data _null_;
A new book from SAS Press, "Statistical Graphics Procedures by Example" co-authored by Dan Heath and I has now been published (phew!). For both Dan and I, this was our first foray into writing a book, so it was highly educational to say the least. The key idea behind the presentation
After my November blog post about achievement gaps between affluent and poor students, Newt Gingrich cast some renewed energy on the topic with his inflammatory comments about poor children at a Dec 1st GOP debate. In case you missed his remarks, here is the quote that sent the media into
My daughter's math lessons this year have included the concept of negative numbers (that is, numbers that are less than zero, not numbers that have a bad attitude). She has used number lines such as this one to help her while she completes her homework: Notice that in this number
Since this is a blog about statistical programming and analysis, I am always looking for data to analyze. As 2011 ends, I look back on the 165 blog entries that I published since 01JAN2011. This article presents the 10 most popular posts, as determined by the number of people who
On his SAS and R blog, Ken K. recently posted an example of a visualization technique called "small multiples". In this exercise, Ken shows the programming technique for replicating a particular series of pie charts in R as well as in SAS. It's a useful exercise to learn from, but
SAS Press prides itself on being a place where users come to help other users. Collaboration is key here—not just between authors and the SAS Press team, but among authors alike. So we asked two of our authors, one experienced and one currently working on his first book, to share
My Google Alert on "forecastability" paid off with a gem this weekend, in the blog post "Forecastability and Over Fitting" by Shaun Snapp on SCM Focus. I was not previously familiar with Shaun or this site, but found a lot to like -- in content and attitude. In his post, Shaun kindly
Since joining SAS, I no longer run screaming from social media, blogs, etc. In fact, I embrace exploring different mediums to highlight how SAS is assisting today’s law enforcement. To that end, and in recognition that sometimes less is more, I give you this short intro. SAS continues to push
The SAS Output Delivery System (ODS) enables you to manage and customize tables (and graphics!) that are created by SAS procedures. I like to use the ODS SELECT statement to display only part of the output of a SAS procedure. For example, the UNIVARIATE procedure produces five tables by default,
Some SAS products such as SAS/IML Studio (which is included FREE as part of SAS/IML software) have interactive graphics. This makes it easy to interrogate a graph to determine values of "hidden" variables that might not appear in the graph. For example, in a scatter plot in SAS/IML Studio, you
In one minute (and 10 seconds, but are you measuring that?) you can add a custom measure (also known as calculated members) to your OLAP cube. Watch this video to create a simple calculation multiplying units * price. Remember that this mechanism is not just used for multiplications, you can
“Do you really serve M&Ms every Wednesday? Tell us the story!” clamored a wide-eyed class after sampling the M&Ms lighting up the breakout area. Seeing how hard they worked on their exercises, it seemed ok to have a slight diversion from technology. Besides as you’ll find out, the story has
Yesterday, December 7, 1941, a date which will live in infamy... - Franklin D. Roosevelt Today is the 70th anniversary of the Japanese attack on Pearl Harbor. The very next day, America declared war. During a visit to the Smithsonian National Museum of American History, I discovered the results of
Water and wastewater treatment plants are among the most complex facilities built and maintained by utility companies, whether public or private. Each facility contains thousands of pieces of equipment worth millions of dollars that must operate in concert for the many complex treatment processes to function effectively. The consequences of these assets
In simulation studies, the response variable is often a binary (or Bernoulli) variable. Often 1 is used to indicate "success" (or the occurrence of an event) whereas 0 indicates "failure" (or the absence of an event). For example, the following SAS/IML statements define a vector x of zeros and ones:
Consultant Frederick Pratter continues his winning streak with this third edition of Web Development with SAS by Example. Web programmers of all levels will appreciate Frederick's many real-world examples and clean delivery. Speaking of delivery, I'd encourage those of you who attend SAS Global Forum and regional user group conferences to seek out Frederick if
When I was a teenager in the 1980s I purchased my first computer: a TI-99/4A. (Wow, TI's version numbers are more confusing than ours!) I had several friends who had other brands of computers, including the TRS-80 (affectionately known as the "trash 80") and the Commodore 64. Despite our divisions
Recently the "SAS Sample of the Day" was a Knowledge Base article with an impressively long title: Sample 42165: Using a stored process to eliminate duplicate values caused by multiple group memberships when creating a group-based, identity-driven filter in SAS® Information Map Studio "Wow," I thought. "This is the longest
26.2! If you smiled when you read that number, then you are likely one of the cognoscenti who ran a marathon or know somebody that ran a marathon. If you didn’t recognize that number, then by now you may have guessed that it is the number of miles in a
On this blog, I've delivered a few tips about using SAS formats to stratify your data values "in place" without having to actually change your data. The most recent example addressed date and datetime variables. My previous examples included simple SAS programs that you can run in SAS display manager
The other day someone posted the following question to the SAS-L discussion list: Is there a SAS PROC out there that takes a multi-category discrete variable with character categories and converts it to a single numeric coded variable (not a set of dummy variables) with the character categories assigned as
I got an email asking the following question: In the following program, I don't know how many variables are in the data set A. However, I do know that the variable names are X1–Xk for some value of k. How can I read them all into a SAS/IML matrix when
I have previously written about how to create funnel plots in SAS software. A funnel plot is a way to compare the aggregated performance of many groups without ranking them. The groups can be states, counties, schools, hospitals, doctors, airlines, and so forth. A funnel plot graphs a performance metric
The heatmap is a graphical representation of a table where colors are used to represent the values in the table. This is an effective graphic for finding the minimum and maximum values across the table and may surface patterns in the data. With the addition of the HEATMAPPARM statement to
Yes, it’s a holiday week, which means Thanksgiving-related posts and people telling you what they’re thankful for. You know it, you love it. So here’s my shot: I’m thankful for new editions. That’s right—second editions, third editions—if it’s new and updated, I’m all for it. Go with me on this….
Here's a quick tip to keep in mind when you write SAS/IML programs: although the SAS/IML documentation lists about 300 functions that are built into the SAS/IML language, you can also call hundreds of functions in Base SAS. Furthermore, you can pass in SAS/IML vectors for arguments to the functions.
Paul Goodwin's Hot New Research column is a must-read in each issue of Foresight. The current column, "High on Complexity, Low on Evidence: Are Advanced Forecasting Methods Always as Good as They Seem?" ends with this sage advice: If the name of a method contains more words than the number of observations that
If you’ve taken one of my SAS classes you may recall “Mark’s 3 rules of programming”, the first of which is “Lazy programmers are GOOD programmers.” One of the things I love about best about SAS programming is the plethora of functions and shortcuts built into the language, all designed
