Conceptual Foundations of Statistics

CAS MA 677

Graduate Prerequisites: admission to the MSSP program. - Introduction to statistical methods relevant to research in the computational sciences. Core topics include probability theory, estimation theory, hypothesis testing, linear models, GLMs, and experimental design. Emphasis on developing a firm conceptual understanding of the statistical paradigm through data analyses.