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Tech Talk: Principal Component Analytics for Investigators

Microsoft Teams

In this talk, we will delve into the fundamentals of PCA, a powerful statistical technique for dimensionality reduction and data visualization. Discover how PCA can aid in extracting meaningful patterns from complex medical datasets, facilitating insights into patient diagnostics, treatment responses, and disease progression. We'll explore real-world applications of PCA in medical research, showcasing its… Read More »Tech Talk: Principal Component Analytics for Investigators

Tech Talk: Multivariate Analysis for Investigators

Microsoft Teams

Multivariable analysis refers to statistical models that incorporate multiple independent or response variables. Such models include several variables on the right side of the equation, enabling the assessment of relationships between numerous factors while accounting for potential confounders. Multivariate statistics encompasses various forms of analysis tailored to different objectives across numerous fields. These analyses serve… Read More »Tech Talk: Multivariate Analysis for Investigators