https://portfolio.sprintjudicial.com/en/tags/r/RHugo Blox Builder (https://hugoblox.com)en-usWed, 01 Mar 2023 00:00:00 +0000https://portfolio.sprintjudicial.com/media/icon_hu7729264130191091259.pnghttps://portfolio.sprintjudicial.com/en/tags/r/https://portfolio.sprintjudicial.com/en/project/analisis-estadistico-experimental/Wed, 01 Mar 2023 00:00:00 +0000https://portfolio.sprintjudicial.com/en/project/analisis-estadistico-experimental/<p><strong>Experimental Statistical Data Analysis</strong> is an open source tool developed for experimental data analysis and visualization using advanced statistical techniques.</p> <h2 id="key-features">Key Features</h2> <ul> <li><strong>ANOVA Analysis</strong>: Implementation of analysis of variance for treatment comparison</li> <li><strong>Tukey Test</strong>: Post-hoc analysis to identify significant differences</li> <li><strong>Advanced Visualization</strong>: Statistical charts displaying differences between groups</li> <li><strong>Result Export</strong>: Automatic saving of results to CSV files</li> <li><strong>Open Source</strong>: Source code available for the scientific community</li> </ul> <h2 id="technologies-used">Technologies Used</h2> <ul> <li><strong>Language</strong>: R in RStudio</li> <li><strong>Specialized Libraries</strong>: <ul> <li>ggplot2 for advanced visualization</li> <li>dplyr for data manipulation</li> <li>readr for CSV file import</li> <li>multcompView for post-hoc tests and significance visualization</li> </ul> </li> </ul> <h2 id="achievements">Achievements</h2> <p>Demonstrated proficiency in <strong>data handling</strong> and <strong>statistical result interpretation</strong> to support decisions based on experimental evidence.</p> <h2 id="impact">Impact</h2> <p>This project evaluates experimental data through advanced techniques, including ANOVA and Tukey Test, generating visualizations that facilitate the interpretation of significant differences between experimental groups.</p> <p>The tool focuses on comparing experimental treatments and generating clear visualizations that allow researchers to identify patterns and statistically significant differences in their data, contributing to evidence-based scientific analysis.</p>