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Dimple Patel

PROFILE

Dimple Patel

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. She created an R Markdown document that generates data, runs ANOVA analyses in both R and SAS, and aligns outputs to highlight similarities and differences. This approach provided a transparent reference for comparing statistical results across platforms, supporting governance and decision-making. By standardizing documentation and outputs, Dimple enabled more reliable cross-team collaboration and validation workflows. Her work demonstrated depth in statistical analysis, R programming, and SAS programming, addressing the need for reproducible, cross-software analytical parity.

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

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