Categorical Data Analysis

  1. Computational Methods
    1. Software Implementation
      1. R Packages and Functions
        1. SAS Procedures
          1. SPSS Methods
            1. Python Libraries
            2. Large Sample Approximations
              1. Asymptotic Theory
                1. Continuity Corrections
                  1. Finite Sample Adjustments
                  2. Exact Methods
                    1. Enumeration Algorithms
                      1. Network Algorithms
                        1. Monte Carlo Methods
                        2. Bootstrap Methods
                          1. Nonparametric Bootstrap
                            1. Parametric Bootstrap
                              1. Confidence Interval Construction

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                            10. Advanced Topics

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                            1. Foundations of Categorical Data