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Dimple Patel

PROFILE

Dimple Patel

Developed a cross-language ANOVA comparison asset for the PSIAIMS/CAMIS repository, focusing on analytical reproducibility and validation between R and SAS environments. The work centered on creating an R Markdown document that generates data, executes ANOVA in both R and SAS, and presents a detailed comparison of outputs to highlight similarities and differences. By including code snippets and standardized results, the solution provides a transparent reference for cross-team decision-making and governance. Leveraging skills in R programming, SAS programming, and statistical analysis, this contribution established a reproducible workflow that supports collaborative validation of statistical methods across different software platforms.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
206
Activity Months1

Work History

August 2025

1 Commits • 1 Features

Aug 1, 2025

In August 2025, the CAMIS project delivered a cross-language ANOVA comparison asset and strengthened reproducibility. A new R Markdown document compares ANOVA implementations and results between R and SAS, including data generation, code snippets for both languages, and a detailed output alignment to highlight similarities and differences. The work was committed to PSIAIMS/CAMIS in the anova-issue branch (466d8be26a7026dd166b38ef7d5675c37de34783). This enhances cross-team validation, governance, and decision-making by providing a transparent, reproducible reference for analytical parity across environments.

Activity

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Quality Metrics

Correctness90.0%
Maintainability80.0%
Architecture80.0%
Performance70.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

MarkdownRSAS

Technical Skills

ANOVAData ComparisonR ProgrammingSAS ProgrammingStatistical Analysis

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

PSIAIMS/CAMIS

Aug 2025 Aug 2025
1 Month active

Languages Used

MarkdownRSAS

Technical Skills

ANOVAData ComparisonR ProgrammingSAS ProgrammingStatistical Analysis