Statistics with R

  1. Statistical Computing Best Practices
    1. Code Organization
      1. Script Structure
        1. Function Writing
          1. Modular Programming
            1. Code Documentation
            2. Data Management
              1. Data Storage
                1. Data Backup
                  1. Data Security
                    1. Data Sharing
                    2. Version Control
                      1. Git Basics
                        1. Repository Management
                          1. Collaboration
                          2. Performance Optimization
                            1. Efficient Coding
                              1. Memory Management
                                1. Parallel Computing
                                  1. Profiling Code
                                  2. Error Handling
                                    1. Debugging Techniques
                                      1. Error Messages
                                        1. Exception Handling
                                          1. Testing Code

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                                        28. Reproducible Research

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                                        1. Introduction to R and Statistical Computing