Day #1

• Office location
• Syllabus; syllabus supplement
• Listserv_help
• Notes: R Background Check web.docx

MC simulation

• Notes: MC_sim.docx
• R programs: MC_sim_var.R
• Data: sim_results.csv

Bootstrap

• Notes: boot-part1.docx, boot-part2.docx
• R programs: AC.R, bird.R, MC_sim_var_boot.R, tab2.10agresti1996.R; mammals.R
• Data: mammals.txt

Parallel processing

• Notes: Parallel_processing.docx
• R programs: MC_sim_PP.R, Run_on_each_core.R
• Data: None

HPC

• Notes: high_performance_computing.docx
• C++: Cplusplus.zip
• R programs: install_foreach.R, MC_sim_HPC_foreach.R, MC_sim_HPC_parallel.R, Hello_world.r, install.r, MC_sim_HPC_parallel20only.R
• SAS: sas.zip
• SLURM files: Hello_world_SLURM.txt, MC_sim_HPC_parallel20only.txt
• Data: None

Numerical differentiation

• Notes: Differentiation.docx
• R programs: Bernoulli.R, derivative_examples.R, gamma.R
• Data: None

Optimization

• Notes: Optimization.docx
• R programs: MLE_Bernoulli.R, MLE_gamma.R, Newton_demo.R
• Data: None

Numerical integration

• Notes: Integration.docx
• R programs: beta.R, GH.R, mult_normal.R, SimulateData_FitModel.R
• Data: None