Quantitative Research and Biostatistics

Catalog description

An overview of inferential statistics as a foundation for subsequent linear regression analysis and model development. Big Data analysis using R, focusing on Linear and Logistic Regression, Classification, Resampling methods, Variable selection, Shrinkage and Dimension reduction methods. Emphasis on model development and analysis for diagnostic applications.