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Futuristic digital illustration showing the migration from SAS macros to R within a CRO environment. Glowing neon-blue and purple visuals depict a SAS folder and circuit chip transforming into an R symbol displayed on a sleek monitor, symbolizing AI-powered modernization, code translation, and regulatory precision in pharmaceutical data workflows.

Mission-Critical SAS Macros to R: A CRO’s Roadmap to Faster, Compliant Migration

The SAS Migration Reality for CROs The pharmaceutical research landscape is shifting rapidly. Major pharma companies like Pfizer, Eli Lilly,

Illustration of the transition from SAS to R in clinical research, showing a contrast between outdated data systems and a modern R-based workflow with digital tools. Visual metaphor for CDISC-compliant clinical trial analysis using R packages like admiral, xportr, and sdtm.oak.

Transitioning Clinical Research from SAS to R: An Introduction to the Pharmaverse Ecosystem

Introduction Our team specializes in migrating companies from SAS to open source alternatives such as R. We have successfully transitioned

SAS to Python Migration: Benefits & Insights

Why Migrate from SAS to Python? SAS and Python are both widely used in data analytics, but as technology evolves,

A bright, clean laboratory setting featuring a laptop with the Variant Visualization R Shiny App interface. The screen displays genomic data visualizations, including a scatter plot and histogram. Surrounding the laptop are scientific elements like a DNA model, charts, and glowing accents, highlighting innovation and interactivity in genomic research.

Exploring Genetic Variants: A Deep Dive into the Variant Visualization R Shiny App

Introduction Each year, Posit solicits entries for a Shiny Contest where the world’s top Shiny developers submit their applications for

Visual representation of SAS to Python migration, showing a symbolic path leading from SAS to Python with icons representing cost reduction, collaboration, and technology integration. The image features abstract data graphs, gears, and code snippets, emphasizing innovation, efficiency, and the benefits of transitioning from SAS to Python in the tech industry.

SAS to Python Migration: A Strategic Journey

Introduction SAS migration has become a growing topic of interest recently. We’ve already discussed this subject in a few blogs

A modern, sleek illustration showing a laptop with R programming code, surrounded by icons of fruits, vegetables, and grains, along with data charts representing dietary science. The image reflects themes of reproducibility, standardization, and accessibility in scientific research, specifically related to dietary indexes, as discussed in the blog post 'Dietaryindex: A Case Study in Improving Reproducibility, Standardization and Access in Research and Beyond.

Dietaryindex: A Case Study in Improving Reproducibility, Standardization and Access in Research and Beyond

Introduction Last year, I conducted validation work for dietaryindex, a comprehensive, easy-to-use, and highly versatile R package that was created

A vibrant conference scene at Posit Conf 2024 with a modern hall filled with attendees. ProCogia's booth is visible, with professionals engaging in discussions. In the foreground, a speaker is giving a presentation at a podium, while a group of attendees listens attentively. The environment is professional, innovative, and collaborative, with a focus on open-source technology and data science.

Posit Conf 2024 Retrospective

Introduction I returned from Posit Conf 2024 and wanted to reflect on the experience. ProCogia had a really good showing

A modern split-screen illustration comparing the SAS DATA Step with R programming. The left side represents SAS with a clean, minimalist data table and streamlined icons for the SAS DATA Step process. The right side showcases the R environment with dynamic, abstract shapes and interconnected data structures like vectors, matrices, and data frames. The background features a smooth gradient transitioning between the two environments, using vibrant colors to highlight the contrast between traditional SAS DATA workflows and the flexible, innovative approach of R programming.

Master the Transition from SAS to R: Understanding the SAS DATA Step

Introduction I spent most of my career as a lonely R programmer in a SAS group that was perpetually failing

A wide-angle view of a sleek digital workspace with several monitors showing different software interfaces. The main screen highlights the Positron IDE with code in SAS, R, and Python, while another screen showcases the integration of the Altair SAS Language Compiler (SLC) in a VS Code-like environment. The setup emphasizes seamless tool integration in a data science workflow.

Positron and Altair SLC

Introduction In an earlier post I argued that SAS is a major tool utilized by the data science community, especially

From SAS Macros to R Functions: A Seamless Transition for Efficient Programming

Introduction My team specializes in SAS to R migrations. SAS is an established company that offers a wide variety of

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