Statistics with R

  1. Generalized Linear Models
    1. GLM Framework
      1. Exponential Family
        1. Linear Predictor
          1. Deviance
          2. Logistic Regression
            1. Binary Outcomes
              1. Odds and Odds Ratios
                1. Model Fitting
                  1. Interpretation
                    1. Prediction
                      1. Model Assessment
                      2. Poisson Regression
                        1. Count Data
                          1. Rate Models
                            1. Overdispersion
                              1. Model Fitting
                                1. Interpretation
                                2. Other GLM Families
                                  1. Gamma Regression
                                    1. Inverse Gaussian
                                      1. Quasi-likelihood Models

                                    Previous

                                    23. Multiple Linear Regression

                                    Go to top

                                    Next

                                    25. Nonparametric Statistics