BIOS 758 - Advanced Linear Models in Biostatistics

Credits: 3

Public health applications of correlation, regression, multiple regression, single and multi-factor analysis of variance and analysis of covariance. Additional topics in analysis of health data including regression diagnostics, multicollinearity of observational data, ridge/nonlinear regression, principal components, random/mixed effects, unbalanced designs, repeated measures, and sampling and design effects.

Prerequisites: BIOS 701

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