Biostatistics

  1. Probability Distributions
    1. Discrete Probability Distributions
      1. Binomial Distribution
        1. Definition and Parameters
          1. Properties and Characteristics
            1. Applications in Health Research
              1. Calculation Methods
              2. Poisson Distribution
                1. Definition and Parameters
                  1. Properties and Characteristics
                    1. Applications in Epidemiology
                      1. Relationship to Binomial Distribution
                      2. Hypergeometric Distribution
                        1. Definition and Parameters
                          1. Applications in Sampling
                        2. Continuous Probability Distributions
                          1. Normal Distribution
                            1. Definition and Parameters
                              1. Properties and Characteristics
                                1. Standard Normal Distribution
                                  1. Z-Score Transformations
                                    1. Applications in Biostatistics
                                    2. t-Distribution
                                      1. Definition and Parameters
                                        1. Relationship to Normal Distribution
                                          1. Degrees of Freedom
                                            1. Applications in Small Samples
                                            2. Chi-Square Distribution
                                              1. Definition and Parameters
                                                1. Degrees of Freedom
                                                  1. Applications in Testing
                                                  2. F-Distribution
                                                    1. Definition and Parameters
                                                      1. Relationship to Chi-Square
                                                        1. Applications in ANOVA
                                                      2. Distribution Selection and Assessment
                                                        1. Identifying Appropriate Distributions
                                                          1. Goodness-of-Fit Testing
                                                            1. Normal Probability Plots
                                                              1. Transformations for Normality

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                                                            5. Probability Fundamentals

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                                                            7. Sampling Methods and Study Design