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Bonferroni vs. FDR: Multiple Hypothesis Testing in Biomedical Data
Running 10,000 gene expression tests? You might get 500 false positives by random chance. This is the "multiple hypothesis testing problem," and it's a critical flaw in modern biomedical research. The traditional fix, the Bonferroni correction, is so strict it often causing you to miss real discoveries. But a more powerful, modern method—the False Discovery Rate (FDR)—offers a revolutionary trade-off: what if you could control the proportion of false positives, not just the c
Nov 174 min read
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Master Volcano Plots in R: A Step-by-Step Guide for Stunning Visualizations
Unleash the power of your data with stunning volcano plots! This comprehensive guide walks you through the process of creating publication-ready volcano plots in R, from setting up your environment to advanced customization techniques. Learn how to visualize differential gene expression data, identify significant genes, and create compelling figures that will make your research stand out.
Aug 152 min read
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