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Here is an interview with Kelci Miclaus, a researcher working with the JMP division of the SAS Institute, in which she demonstrates examples of how the R programming language is a great hit with JMP customers who like to be flexible.
Ajay- How has JMP been using integration with R? What has been the feedback from customers so far? Is there a single case study you can point out where the combination of JMP and R was better than any one of them alone?
Kelci- Feedback from customers has been very positive. Some customers are using JMP to foster collaboration between SAS and R modelers within their organizations. Many are using JMP’s interactive visualization to complement their use of R. Many SAS and JMP users are using JMP’s integration with R to experiment with more bleeding-edge methods not yet available in commercial software. It can be used simply to smooth the transition with regard to sending data between the two tools, or used to build complete custom applications that take advantage of both JMP and R.
One customer has been using JMP and R together for Bayesian analysis. He uses R to create MCMC chains and has found that JMP is a great tool for preparing the data for analysis, as well as displaying the results of the MCMC simulation. For example, the Control Chart platform and the Bubble Plot platform in JMP can be used to quickly verify convergence of the algorithm. The use of both tools together can increase productivity since the results of an analysis can be achieved faster than through scripting and static graphics alone.
I, along with a few other JMP developers, have written applications that use JMP scripting to call out to R packages and perform analyses like multidimensional scaling, bootstrapping, support vector machines, and modern variable selection methods. These really show the benefit of interactive visual analysis of coupled with modern statistical algorithms. We’ve packaged these scripts as JMP add-ins and made them freely available on our JMP User Community file exchange. Customers can download them and now employ these methods as they would a regular JMP platform. We hope that our customers familiar with scripting will also begin to contribute their own add-ins so a wider audience can take advantage of these new tools.
Ajay- Are there plans to extend JMP integration with other languages like Python?
Kelci- We do have plans to integrate with other languages and are considering integrating with more based on customer requests. Python has certainly come up and we are looking into possibilities there.
Ajay- How is R a complimentary fit to JMP’s technical capabilities?
Kelci- R has an incredible breadth of capabilities. JMP has extensive interactive, dynamic visualization intrinsic to its largely visual analysis paradigm, in addition to a strong core of statistical platforms. Since our brains are designed to visually process pictures and animated graphs more efficiently than numbers and text, this environment is all about supporting faster discovery. Of course, JMP also has a scripting language (JSL) allowing you to incorporate SAS code, R code, build analytical applications for others to leverage SAS, R and other applications for users who don’t code or who don’t want to code.
JSL is a powerful scripting language on its own. It can be used for dialog creation, automation of JMP statistical platforms, and custom graphic scripting. In other ways, JSL is very similar to the R language. It can also be used for data and matrix manipulation and to create new analysis functions. With the scripting capabilities of JMP, you can create custom applications that provide both a user interface and an interactive visual back-end to R functionality. Alternatively, you could create a dashboard using statistical and/or graphical platforms in JMP to explore the data and with the click of a button, send a portion of the data to R for further analysis.
Another JMP feature that complements R is the add-in architecture, which is similar to how R packages work. If you’ve written a cool script or analysis workflow, you can package it into a JMP add-in file and send it to your colleagues so they can easily use it.
Ajay- What is the official view on R from your organization? Do you think it is a threat, or a complimentary product or another statistical platform that coexists with your offerings?
Kelci- Most definitely, we view R as complimentary. R contributors are providing a tremendous service to practitioners, allowing them to try a wide variety of methods in the pursuit of more insight and better results. The R community as a whole is providing a valued role to the greater analytical community by focusing attention on newer methods that hold the most promise in so many application areas. Data analysts should be encouraged to use the tools available to them in order to drive discovery and JMP can help with that by providing an analytic hub that supports both SAS and R integration.
Ajay- While you do use R, are there any plans to give back something to the R community in terms of your involvement and participation (say at useR events) or sponsoring contests.
Kelci- We are certainly open to participating in useR groups. At Predictive Analytics World in NY last October, they didn’t have a local useR group, but they did have a Predictive Analytics Meet-up group comprised of many R users. We were happy to sponsor this. Some of us within the JMP division have joined local R user groups, myself included. Given that some local R user groups have entertained topics like Excel and R, Python and R, databases and R, we would be happy to participate more fully here. I also hope to attend the useR! annual meeting later this year to gain more insight on how we can continue to provide tools to help both the JMP and R communities with their work.
We are also exploring options to sponsor contests and would invite participants to use their favorite tools, languages, etc. in pursuit of the best model. Statistics is about learning from data and this is how we make the world a better place.
About- Kelci Miclaus
Kelci is a research statistician developer for JMP Life Sciences at SAS Institute. She has a PhD in Statistics from North Carolina State University and has been using SAS products and R for several years. In addition to research interests in statistical genetics, clinical trials analysis, and multivariate analysis/visualization methods, Kelci works extensively with JMP, SAS, and R integration.
NOTE: Early Bird registration for PAW and TAW San Francisco is January 20th – $400 lower than Onsite Price.
CONFERENCE: Predictive Analytics World – San Francisco
March 4-10, 2012 in San Francisco, CA
Discount Code : AJBP12
CONFERENCE: Text Analytics World – San Francisco
March 6-7, 2012 in San Francisco, CA
Discount Code :AJBP12
VARIOUS ANALYTICS WORKSHOPS:
A plethora of 1-day workshops are held alongside PAW and TAW
For details see: http://pawcon.com/sanfrancisco/2012/analytics_workshops.php
SEMINAR: Predictive Analytics for Business, Marketing & Web
March 22-23, 2012 in New York City, NY
July 26-27, 2012 in São Paulo, Brazil
A concentrated training program lead by Eric Siegel.
CONFERENCE: Predictive Analytics World – Toronto
April 26-27, 2012 in Toronto, Ontario
Discount Code :AJBP12
CONFERENCE: Predictive Analytics World – Chicago
June 25-26, 2012 in Chicago, IL
Discount Code :AJBP12
MORE ANALYTICS EVENTS:
PAW Düsseldorf: November 6-7, 2012 – http://www.predictiveanalyticsworld.de
PAW London: November 27-28, 2012 – http://www.pawcon.com
PAW Videos: Available on-demand – http://www.pawcon.com/video
Here are some conferences you can attend in 2012 , and get a straight 15% off -
Just see this-
the 2012 events, please use the following code for your readers to get 15% off of the 2 Day and Combo passes: AJAYBP12
http://www.textanalyticsworld.com/sanfrancisco/2012 for Text Analytics World San Francisco
http://www.predictiveanalyticsworld.com/sanfrancisco/2012 for Predictive Analytics World SF
http://www.predictiveanalyticsworld.com/toronto/2012 for Predictive Analytics World Toronto
http://www.predictiveanalyticsworld.com/chicago/2012 for Predictive Analytics World Chicago
Message from PAWCON-
Space is filling up fast at the Hilton New York, host hotel for Predictive Analytics World and Text Analytics World, next month in New York City. Take advantage of the special room rate negotiated for attendees prior to Friday, September 23rd.
Space is limited so be sure to book your room before it’s too late.
You can reserve your room today by calling 212-586-7000 and reference Data Driven Business Week or online at:
View the PAW overview video: www.pawcon.com/newyork/2011/video_about_predictive_analytics_world.php
Message from PAW and TAW conferences
The PAW and TAW New York City Early Bird discounts end this Friday.
- NEXT WEEK: PAW for Government, Sept 12-13, in Washington DC. An amazing line-up of keynotes including Congressman Darrell Issa. Coverage of predictive analytics deployment by over a dozen government agencies. See www.pawgov.com
- Predictive Analytics World NYC – Oct 16-21 – Early Bird Pricing ends this Friday, Sept 9 – register now to save $400 over the full price. Three tracks, over 40 sessions, keynotes from Davenport and from IBM Research on their Jeopardy-Winning Watson – plus much more. Seewww.pawcon.com/nyc
- Text Analytics World NYC (Oct 16-21) also ends Early Bird Pricing this Friday, Sept 9 – register now to save $400 over the full price. Over 25 sessions with case studies from Accident Fund, Amdocs, Bundle.com, Citibank, Google, Intuit, MetLife, PayPal, and much more. See www.tawgo.com/nyc
- PAW London: Nov 30 – Dec 1. Case studies from BBC, GSK, HP, ING, Lloyds TSB, Paychex, US Bank, Yahoo!, and more. See www.pawcon.com/london
* For informative event updates: www.pawcon.com/signup-us.php
I got some good news from the fine people at Predictive Analytics World.
you qualify for 2 free passes to the PAW NYC event October 16-20, 2011. I will be sending you a code to use for registration to receive these passes within the next couple of days.
If you cannot attend our PAW NYC event, please feel free to use these two free passes as a promotional tool within your blog.
Now I have been partnering with PAW for a long time, so it is nice to have free passes. I am grateful for their support of this blog. Therein lies my dilemma. I am in India, and a return ticket from NYC to India costs 1100$. Unless something drastic happens , I dont see myself with that kind of travel money.
I am offering two free passes to Predictive Analytics World . http://predictiveanalyticsworld.com/
All you need to do is – ahem- cough-
- like the Facebook Page of Decisionstats. https://www.facebook.com/pages/Decisionstats/217450141605435 OR
- Add me to a Google circle https://plus.google.com/116302364907696741272/posts OR
- Follow me on Twitter https://twitter.com/#!/0_h_r_1
- Read one of my poems at my poetry blog at http://poemsforkush.wordpress.com/ and leave a comment with your email id please . It’s a promotion for my next book “Poets and Hackers” due for release in 2 weeks.
What do you get?
One of these -http://www.predictiveanalyticsworld.com/newyork/register.php (details awaited!) to
Here is an announcement from Predictive Analytics World, the worlds largest vendor neutral conference dedicated to Predictive Analytics alone. Decisionstats has been a blog partner of PAWCON since inception. This is cool stuff!