Introduction to Linear Models and Matrix Algebra

Matrix Algebra underlies many of the current tools for experimental design and the analysis of high-dimensional data. In this introductory online course in data analysis, we will use matrix algebra to represent the linear models that commonly used to model differences between experimental units. 

We perform statistical inference on these differences. Throughout the course we will use the R programming language to perform matrix operations.