PSIAIMS/CAMIS
Jul 2025 – Mar 2026
9 Months active
Languages Used
MarkdownRR MarkdownSAS
Technical Skills
DocumentationMeeting MinutesData AnalysisData VisualizationEmmeans PackageLogistic Regression
drlyntaylor
PROFILE
Drlyntaylor
Lyn Taylor contributed to the PSIAIMS/CAMIS repository by developing advanced statistical analysis workflows and robust documentation to support clinical trial analytics. Over nine months, Lyn implemented features such as Generalized Estimating Equations and Generalized Linear Mixed Models in both R and SAS, enabling reproducible, cross-platform modeling for binary and multinomial outcomes. She enhanced survival analysis and logistic regression pipelines, integrating tools like emmeans and ggsurvfit for richer interpretation and visualization. Lyn’s disciplined approach to documentation, including meeting minutes and technical guides in Markdown and R Markdown, improved onboarding, auditability, and collaboration, resulting in maintainable, high-quality analytics infrastructure.
Overall Statistics
Feature vs Bugs
88%Features
Repository Contributions
30Total
Bugs
2
Commits
30
Features
14
Lines of code
74,111
Activity Months9
Your Network
33 peopleShared Repositories
33
Work History
March 2026
6 Commits • 1 Features
Mar 1, 2026Summary for 2026-03: In CAMIS, delivered high-impact documentation improvements and a precision fix in the regression notation. Major features delivered include consolidated documentation updates for survival strata usage (covering version differences and interpretation), new documentation pages for random effects models in R and SAS, and ongoing standardization and formatting enhancements across bullet lists. Major bugs fixed include correcting the regression coefficient vector notation by removing parentheses to improve clarity and accuracy. The work reduces onboarding time, minimizes potential modeling misinterpretations, and improves reproducibility, thereby lowering support overhead and enabling faster adoption of best practices. Technologies demonstrated include documentation engineering, cross-language (R/SAS) support, version-controlled communication, and collaborative processes (documented meeting minutes and issue alignment). Overall impact: higher-quality, maintainable documentation with clearer guidance on survival analysis and random effects, and more precise mathematical notation in modeling.
6 Commits • 1 Features
Mar 1, 2026Summary for 2026-03: In CAMIS, delivered high-impact documentation improvements and a precision fix in the regression notation. Major features delivered include consolidated documentation updates for survival strata usage (covering version differences and interpretation), new documentation pages for random effects models in R and SAS, and ongoing standardization and formatting enhancements across bullet lists. Major bugs fixed include correcting the regression coefficient vector notation by removing parentheses to improve clarity and accuracy. The work reduces onboarding time, minimizes potential modeling misinterpretations, and improves reproducibility, thereby lowering support overhead and enabling faster adoption of best practices. Technologies demonstrated include documentation engineering, cross-language (R/SAS) support, version-controlled communication, and collaborative processes (documented meeting minutes and issue alignment). Overall impact: higher-quality, maintainable documentation with clearer guidance on survival analysis and random effects, and more precise mathematical notation in modeling.
March 2026
February 2026
1 Commits • 1 Features
Feb 1, 2026February 2026: Delivered foundational GLMM support for CAMIS and fixed a GEE typo, strengthening modeling capabilities and correctness. This work provides a solid base for expanded statistical analyses, improves result accuracy, and enhances maintainability through dedicated GLMM files.
February 2026
1 Commits • 1 Features
Feb 1, 2026February 2026: Delivered foundational GLMM support for CAMIS and fixed a GEE typo, strengthening modeling capabilities and correctness. This work provides a solid base for expanded statistical analyses, improves result accuracy, and enhances maintainability through dedicated GLMM files.
January 2026
1 Commits • 1 Features
Jan 1, 20262026-01 Monthly Summary — PSIAIMS/CAMIS: Focused on planning and governance for the CAMIS initiative in 2026. Delivered a comprehensive planning artifact and established a clear roadmap to guide development and volunteer engagement.
1 Commits • 1 Features
Jan 1, 20262026-01 Monthly Summary — PSIAIMS/CAMIS: Focused on planning and governance for the CAMIS initiative in 2026. Delivered a comprehensive planning artifact and established a clear roadmap to guide development and volunteer engagement.
January 2026
December 2025
4 Commits • 3 Features
Dec 1, 2025Concise monthly summary for 2025-12 focusing on delivered features, fixed issues, overall impact, and demonstrated skills for PSIAIMS/CAMIS. Highlights alignment with business goals and preparation for 2026 initiatives.
December 2025
4 Commits • 3 Features
Dec 1, 2025Concise monthly summary for 2025-12 focusing on delivered features, fixed issues, overall impact, and demonstrated skills for PSIAIMS/CAMIS. Highlights alignment with business goals and preparation for 2026 initiatives.
November 2025
1 Commits • 1 Features
Nov 1, 2025Month 2025-11: Delivered GEE support in CAMIS (R and SAS) for binary and multinomial outcomes—the first version enabling advanced statistical modeling and cross-language analytics. No major bugs fixed this month; emphasis on feature delivery and building analytics capabilities for CAMIS.
1 Commits • 1 Features
Nov 1, 2025Month 2025-11: Delivered GEE support in CAMIS (R and SAS) for binary and multinomial outcomes—the first version enabling advanced statistical modeling and cross-language analytics. No major bugs fixed this month; emphasis on feature delivery and building analytics capabilities for CAMIS.
November 2025
October 2025
4 Commits • 2 Features
Oct 1, 2025October 2025 monthly summary for PSIAIMS/CAMIS: Focused on delivering reusable analytics documentation and governance artifacts to accelerate research productivity and cross-team collaboration. Key features delivered include: 1) Generalized Estimating Equations (GEE) documentation and cross-platform SAS/R examples for binary and multinomial outcomes, with procedures, functions, and options to support reproducible analyses; 2) Team governance artifacts including formal meeting minutes and planning for October 13, 2025, covering SAS Viya topics, CAMIS nominations, US Connect Poster, action items, and upcoming events; 3) Repository hygiene improvements through removal of temporary files, reducing noise and stabilizing builds. Major bugs fixed: housekeeping cleanup of temporary files; no critical bugs reported this month. Overall impact: improved accessibility and reproducibility of advanced statistical methods, clearer governance and planning, and cleaner codebase, enabling faster onboarding and more reliable release cycles. Technologies/skills demonstrated: SAS and R for GEE, cross-platform documentation, governance documentation, version control practices, meeting facilitation, and repository housekeeping.
October 2025
4 Commits • 2 Features
Oct 1, 2025October 2025 monthly summary for PSIAIMS/CAMIS: Focused on delivering reusable analytics documentation and governance artifacts to accelerate research productivity and cross-team collaboration. Key features delivered include: 1) Generalized Estimating Equations (GEE) documentation and cross-platform SAS/R examples for binary and multinomial outcomes, with procedures, functions, and options to support reproducible analyses; 2) Team governance artifacts including formal meeting minutes and planning for October 13, 2025, covering SAS Viya topics, CAMIS nominations, US Connect Poster, action items, and upcoming events; 3) Repository hygiene improvements through removal of temporary files, reducing noise and stabilizing builds. Major bugs fixed: housekeeping cleanup of temporary files; no critical bugs reported this month. Overall impact: improved accessibility and reproducibility of advanced statistical methods, clearer governance and planning, and cleaner codebase, enabling faster onboarding and more reliable release cycles. Technologies/skills demonstrated: SAS and R for GEE, cross-platform documentation, governance documentation, version control practices, meeting facilitation, and repository housekeeping.
September 2025
3 Commits • 1 Features
Sep 1, 2025September 2025 (PSIAIMS/CAMIS) focused on documentation and governance improvements to enhance reproducibility, onboarding, and cross-team collaboration. Key deliverables include targeted documentation enhancements for the survival analysis workflow, a new QMD file documenting meeting minutes and statistical methods, and updated conference information across minutes and the conference list. No major bugs were identified or fixed this period. Overall impact includes improved auditability of analyses, clearer guidance for analysts, and more accurate conference records. Demonstrated technologies/skills include R script documentation, Quarto (QMD) file authoring, documentation discipline, and effective use of version control for traceability.
3 Commits • 1 Features
Sep 1, 2025September 2025 (PSIAIMS/CAMIS) focused on documentation and governance improvements to enhance reproducibility, onboarding, and cross-team collaboration. Key deliverables include targeted documentation enhancements for the survival analysis workflow, a new QMD file documenting meeting minutes and statistical methods, and updated conference information across minutes and the conference list. No major bugs were identified or fixed this period. Overall impact includes improved auditability of analyses, clearer guidance for analysts, and more accurate conference records. Demonstrated technologies/skills include R script documentation, Quarto (QMD) file authoring, documentation discipline, and effective use of version control for traceability.
September 2025
August 2025
8 Commits • 3 Features
Aug 1, 2025Concise monthly summary for August 2025 focusing on business value and technical delivery across the PSIAIMS/CAMIS project. Highlights include advanced statistical modeling enhancements, richer survival analysis visuals, critical bug fixes, and governance/planning work that supports repeatable, auditable analytics for stakeholders.
August 2025
8 Commits • 3 Features
Aug 1, 2025Concise monthly summary for August 2025 focusing on business value and technical delivery across the PSIAIMS/CAMIS project. Highlights include advanced statistical modeling enhancements, richer survival analysis visuals, critical bug fixes, and governance/planning work that supports repeatable, auditable analytics for stakeholders.
July 2025
2 Commits • 1 Features
Jul 1, 2025July 2025: CAMIS project documentation updates completed, enhancing project governance and knowledge sharing. The primary deliverable is the CAMIS Project Documentation Update, which documents the July 14, 2025 meeting minutes, discussions on package selection for R and conference attendance, attendees, agenda, and tooling (pkgdiff, diffify) used for package comparison. The update also includes next steps for content review and issue assignment, and a minor documentation improvement to fix a typo in the SAS vs R results description. All changes are tracked in version history with two commits: e4d051dbaa23ace2e80091de1c6b4a91df8aea4c (14th july minutes) and 9a6aed10f312198aba7bb1ebb60b0b9559402530 (fixed typo).
2 Commits • 1 Features
Jul 1, 2025July 2025: CAMIS project documentation updates completed, enhancing project governance and knowledge sharing. The primary deliverable is the CAMIS Project Documentation Update, which documents the July 14, 2025 meeting minutes, discussions on package selection for R and conference attendance, attendees, agenda, and tooling (pkgdiff, diffify) used for package comparison. The update also includes next steps for content review and issue assignment, and a minor documentation improvement to fix a typo in the SAS vs R results description. All changes are tracked in version history with two commits: e4d051dbaa23ace2e80091de1c6b4a91df8aea4c (14th july minutes) and 9a6aed10f312198aba7bb1ebb60b0b9559402530 (fixed typo).
July 2025
Activity
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Quality Metrics
Correctness95.0%
Maintainability95.0%
Architecture92.6%
Performance92.4%
AI Usage22.0%
Skills & Technologies
Programming Languages
MarkdownRR MarkdownSAS
Technical Skills
Content ManagementData AnalysisData VisualizationDocumentationEmmeans PackageGeneralized Estimating Equations (GEE)Logistic RegressionMeeting MinutesR ProgrammingR programmingSAS programmingStatistical AnalysisStatistical ModelingSurvival AnalysisTechnical Writing
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