Date of Award
Mathematics, Physics and Statistics
Dr. L. Marlin Eby
Linear models are a type of mathematical model commonly used by statisticians in order to capture the variability in a vector or in several vectors of random observations. Linear models are applied in many different fields of research, but are generally used for the purposes of regression, analysis of variance, and analysis of covariance. Literally, a linear model is a type of statistical model which is linear in the parameters. This paper will briefly introduce the basic theory which explains why and how linear models can be used.
Bernhardt, Paul, "Linear Models in Statistics" (2007). Honors Projects and Presentations: Undergraduate. 280.