Statistical Computing Environment Fact Sheet

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Statistical Computing Environment

Accelerate and automate data transformation and analyses

As data volume and complexity escalate, a high-performance computing environment has become a must-have to ensure transparency, reproducibility, and accurate reporting.

The Statistical Computing Environment (SCE) within the elluminate® Clinical Data Cloud provides one centralized place for all data, metadata, programs, and results, increasing the efficiency, traceability, and visibility of your computing tasks- whether data processing, data transformation, or statistical analyses. With the flexibility to use SAS, R, and Python, SCE adapts to the needs of each project and includes capabilities to auto-generate code based on specifications . By leveraging data, standards, and mappings, elluminate SCE maximizes programming and analysis efficiencies through data reuse and consistency.

Key Benefits:

Streamline Execution

■ Comprehensive data and metadata access provides strong foundations for efficient data transformation.

■ Automate code generation using elluminate data, metadata, and standards like CDISC or custom standards, as well as mapping specifications, ensuring accuracy, and reducing repetitive tasks.

■ Leverage code snippets, macros and functions from a global library of reusable code to reduce duplicated efforts across teams.

■ Reproduce results through unified version tracking of code, data, metadata, and execution environment, to ensure compliance.

Enable Collaboration

■ Collaborate effortlessly across teams with shared access to programs, and real-time task and issue tracking for consistent outcomes.

■ Enable use of preferred tools with support for multiple programming languages (SAS, R, Python), ensuring flexibility for all team members within a unified platform.

■ Track data transformation deliverables, manage resources, and compile submission packages efficiently, ensuring smooth project execution from beginning to end.

Enhance Efficiency

■ Design workflows that align with your organization’s processes and efficiently guide users to their critical tasks.

■ Programs can be scheduled or automatically triggered by data updates, allowing processes to run independently.

■ Auto-generate programs using configurable templates, saving time and ensuring consistency.

Key Features:

Integrate Coding Environments

Integration with R Studio and SAS Studio allows users to develop and execute code in their preferred environments, reducing manual processes and streamlining workflows.

Ensure consistent data access, version control, and execution, while supporting collaboration and driving innovation across teams.

Automate and Visualize Workflows

Create and visualize automated workflows that guide users to their tasks, while providing a clear view of how individual contributions fit within the study process.

Built-in dependency tracking enables users to easily assess the impact of any changes to the overall workflow, improving decisionmaking and maximizing efficiency.

Gain full visibility of data flow from source to output, integrating steps from other elluminate modules (including Mapper and Importer), to ensure efficient, end-to-end workflow management.

Automate validation processes using usercreated validation programs or integrated elluminate tools to ensure compliance with CDISC standards and regulatory expectations.

About Us

eClinical Solutions’ industry-leading data & analytics platform, elluminate®, and biometrics services experts help biopharma researchers at large, mid-size, and emerging life sciences organizations manage trial complexity in less time and with fewer resources. Clients get accurate and timely data insights for better decision-making — enabling them to reduce cycle times, improve productivity, easily scale, and develop tomorrow’s breakthroughs with today’s resources.

Learn more at eclinicalsol.com and follow eClinical Solutions on LinkedIn.

T: 877-355-8668 (877-ELLUMN8) eclinicalsol.com

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