Biostatistics

  1. Statistical Software and Computing
    1. R Statistical Software
      1. Basic R Operations
        1. Data Import and Export
          1. Data Manipulation
            1. Basic Statistical Functions
            2. Data Visualization in R
              1. Base Graphics
                1. ggplot2 Package
                  1. Interactive Visualizations
                  2. Statistical Analysis in R
                    1. Descriptive Statistics
                      1. Hypothesis Testing
                        1. Regression Analysis
                          1. Survival Analysis
                          2. R Programming Concepts
                            1. Functions and Packages
                              1. Control Structures
                                1. Data Structures
                              2. SAS Software
                                1. SAS Programming Basics
                                  1. DATA Step Processing
                                    1. PROC Step Procedures
                                      1. SAS Datasets
                                      2. Statistical Procedures
                                        1. PROC MEANS and PROC FREQ
                                          1. PROC TTEST and PROC ANOVA
                                            1. PROC REG and PROC LOGISTIC
                                              1. PROC LIFETEST and PROC PHREG
                                              2. Data Management in SAS
                                                1. Data Import and Export
                                                  1. Data Cleaning and Transformation
                                                    1. Merging and Appending Datasets
                                                  2. Other Statistical Software
                                                    1. Stata
                                                      1. Command Syntax
                                                        1. Data Management
                                                          1. Statistical Analysis
                                                          2. SPSS
                                                            1. Syntax Programming
                                                              1. Output Interpretation
                                                            2. Reproducible Research
                                                              1. Documentation Practices
                                                                1. Code Comments
                                                                  1. Analysis Plans
                                                                    1. Version Control
                                                                    2. Report Generation
                                                                      1. Automated Reports
                                                                        1. Dynamic Documents
                                                                          1. Literate Programming

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                                                                      19. Data Management and Quality

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                                                                      21. Results Interpretation and Communication