At the conclusion of the course, you should be able to:

Import, export, and manipulate data in R.

Generate graphical representations of data in R.

Understand and perform computational algorithms for root-finding, integration, optimization, and parameter estimation.

Evaluate statistical methods using simulation studies.

Program statistical method in R and a low-level language.

Write technical documents and presentations in LaTeX and HTML.

Manage files and collaborate using the Git version control system.

Use Linux as a platform for statistical software development and analysis.