Environmental Statistics

  1. Bayesian Methods in Environmental Science
    1. Fundamentals of Bayesian Statistics
      1. Bayes' Theorem
        1. Prior and Posterior Distributions
          1. Informative Priors
            1. Non-informative Priors
              1. Conjugate Priors
              2. Bayesian Inference
                1. Credible Intervals
                  1. Hypothesis Testing
                2. Markov Chain Monte Carlo Methods
                  1. Gibbs Sampling
                    1. Metropolis-Hastings Algorithm
                      1. Convergence Diagnostics
                        1. MCMC Software
                        2. Applications of Bayesian Methods in Environmental Studies
                          1. Bayesian Regression Models
                            1. Bayesian Spatial Models
                              1. Bayesian Time Series Models
                                1. Model Selection and Averaging

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                              9. Advanced Topics and Applications

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                              11. Communication and Regulatory Statistics