What are the Common Methods Used in Data Analysis?
Several computational and statistical methods are commonly employed in cancer data analysis: - Bioinformatics Tools: Software for sequencing data alignment, variant calling, and annotation. - Machine Learning: Algorithms for predictive modeling, classification, and clustering. - Statistical Methods: Techniques for hypothesis testing, survival analysis, and differential expression analysis. - Network Analysis: Mapping and exploring interactions among genes, proteins, and other molecules.