and linear statistical models in particular. In this module, we will learn how to fit linear regression models with least squares. We will also study the properties of least squares, and describe some ...

Some models, such as linear regression, are easily interpretable ... and implementing them on simulated and real data in R. You will complete a proctored exam worth 20% of your grade made up of ...

Previous programming experience is not required but students who have no previous experience in R must complete an online pre ... parts of the theory and application of regression models, and ...

Model building via linear regression models. Method of least squares, theory and practice. Checking for adequacy of a model, examination of residuals, checking outliers. Practical hand on experience ...

The model simulated is The following statements plot the simulated time series Y. A linear regression trend line is shown for reference ... symbol1 v=dot i=join; symbol2 v=none i=r; plot y * time = 1 ...