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.
Conduct Simulation Studies
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.
Collaborate Using Version Control
Manage files and collaborate using the Git version control system.
Use Linux as a platform for statistical software development and analysis.