We consider the problem of estimating high-dimensional covariance matrices of K -populations or classes in the setting where the sample sizes are comparable to the data dimension. We propose ...

A linear relationship (or linear association) is a statistical term used to describe the directly proportional relationship between a variable and a constant.

We analyze the statistical properties of slope estimates obtained from linear regression with sample-minimum Erlang variates. The sample-minimum of sequential blocks has the effect of introducing ...

Linear Algebra Done Right (Sheldon Axler) "There is hardly any theory which is more elementary [than linear algebra], in spite of the fact that generations of professors and textbook writers have ...

Mixed linear models are assumed in most animal breeding applications. Convenient methods for computing BLUE of the estimable linear functions of the fixed elements of the model and for computing best ...

Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine ...

Home | Mathematics | Linear functions, graphs and equations | Graphing linear functions Graphing linear functions This section focuses on the key features and methods for working with linear graphs.