PSIAIMS/CAMIS
Jan 2026 – Jan 2026
1 Month active
Languages Used
MarkdownR
Technical Skills
R programmingclinical trialsdata analysisstatistical modeling
Francis Osei
PROFILE
Francis Osei
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
1Total
Bugs
0
Commits
1
Features
1
Lines of code
125
Activity Months1
Your Network
29 people
Work History
January 2026
1 Commits • 1 Features
Jan 1, 2026Month 2026-01 summary for PSIAIMS/CAMIS: Delivered a concise LMM Cross-Software Comparison Guide (SAS vs R) to aid clinical trial analyses and cross-language reproducibility. The guide documents numerical optimization strategies, covariance model representations, and convergence behaviors, highlighting similarities and actionable differences in outputs to support analysts in multi-tool workflows. This work improves reproducibility, reduces ambiguity in cross-tool results, and informs user guidance for SAS and R implementations.
1 Commits • 1 Features
Jan 1, 2026Month 2026-01 summary for PSIAIMS/CAMIS: Delivered a concise LMM Cross-Software Comparison Guide (SAS vs R) to aid clinical trial analyses and cross-language reproducibility. The guide documents numerical optimization strategies, covariance model representations, and convergence behaviors, highlighting similarities and actionable differences in outputs to support analysts in multi-tool workflows. This work improves reproducibility, reduces ambiguity in cross-tool results, and informs user guidance for SAS and R implementations.
January 2026
Activity
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Quality Metrics
Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance100.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
MarkdownR
Technical Skills
R programmingclinical trialsdata analysisstatistical modeling
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