Syntax and Variables in R: A Primer

Posted by Cytel

Feb 21, 2017 9:39:07 AM


 In a previous blog, we provided an overview of basic data structures in R.  In this follow up piece, we will provide a snapshot of basic syntax in R for programmers who want to get up to speed in this increasingly important programming language. 


Read More

Topics: Statistical Programming, biostatistics, SAS, R

Data Structures in R: A Primer

Posted by Cytel

Jan 19, 2017 7:05:00 AM


R is on the rise in biopharma, and as we have previously discussed on the blog, it is now time for SAS programmers to get up to speedwith this popular and powerful programming language.  Indeed, one of the advantages of R is its ability to integrate with other languages like C, C++, Python and SAS. Its strong graphical capabilities allow output in PDF, JPG, PNG, and SVG formats and table outputs for LaTeX and HTML. Importantly, as an open source resource, there is a strong community around R and extensive support for users in the form of forums like R-bloggers, StackOverflow and GitHub Repository

In this blog, we’ll provide an overview of R basic structures for programmers.  

Read More

Topics: Statistical Programming, biostatistics, SAS, Rstats, R

Harnessing the power of R API to extend software applications

Posted by Aniruddha Deshmukh

Dec 13, 2016 8:18:00 AM


In the complex world of trial design and data analysis biostatisticians and data scientists need to ensure they are selecting and harnessing the best capabilities of the powerful software tools available to them. Particularly when non-standard approaches are required, this may mean using a combination of tools to come to the most appropriate solution for any task.

At the recent EARL conference, Cytel’s Aniruddha Deshmukh, Software Evangelist,  discussed how R can be harnessed to extend and customize the powerful capabilities of East. Using R API , it’s possible to execute R code and manipulate R objects which are coded in other languages such as C/C++ and this approach has been used in East® to extend its features as well as customize simulations to meet any non-standard needs of a given clinical trial.

In this blog Aniruddha will take a techical look at R API and some of its key elements


Read More

Topics: Cytel Strategic Consulting, Rstats, R

R Beyond Statistics

Posted by Cytel

Oct 25, 2016 7:59:00 AM


Use of R is a hot topic among statisticians and programmers in the pharmaceutical industry.  At the recent PhUSE conference in Barcelona there was a clear uplift in interest in the  language and a number of sessions explored introductory principles and examples of how R can be used in practice.  Cytel's Namrata Deshpande presented on the use of R beyond Statistics through a case study of the development of a user friendly tool deploying non-statistical packages in R to enable clinical decision making. The talk won first prize in the Trends and Technology track at the PhUSE conference.  In this blog, we'll discuss some of the aspects presented and share Namrata's slides for download.

Read More

Topics: Clinical Research Services, Statistical Programming, clinical development, Rstats, R

Cytel Infographic: 6 Hot Topics from PhUSE 2016

Posted by Cytel

Oct 18, 2016 9:38:00 AM

Read More

Topics: Statistical Programming, Clinical Data, SAS, Rstats, R

The Cytel blog keeps you up to speed with the latest developments in biostatistics and clinical biometrics.  Sign up for updates direct to your inbox. You can unsubscribe at any time.


Posts by Topic

see all

Recent Posts