Simulation Studies Using R

Syllabus

Summer 2015.

Notes

Class 1: Getting Started. Paper. R Script. Exercise Key.

Class 2: Getting and Organizing Outputs. Paper. R Script. Exercise Key.

Class 3: The if Statement and the apply Function. Paper. R Script. Exercise Key.

Class 4: Communication with External Programs Using R. Paper. R Script. Exercise Key.

Class 5: The Apply Family in R. Paper. R Script. Exercise Key.

Class 6: Data Generation and Debugging. Paper. R Script. Exercise Key.

Class 7: Quick Start of Using High Performance Computing (HPC) in Texas Tech University. Paper. R Script. Related Files. Exercise Key.

Class 8: Build R package to Run Simulation in HPC. Paper. R Script. Related Files. Exercise Key.

Class 9: Expectation and Variance. PowerPoint. Video.

Class 10: Optimization. PowerPoint. Video (Single-variable problems). Video (Multiple-variable problems). Script.

Class 11: Plotting. PowerPoint. Video. Script.

Assignments

Assignment 1.

Assignment 2.

Assignment 3.

Assignment 4.

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