Bayesian Marginal Reconstruction Simulations6 years ago
Introduction | The Example Scenario and Simulated Datasets | The Posterior from BMR and Full Bayesian Analysis are Similar | Trial Design Simulation Results
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Exponential Tilting Simulations6 years ago
Introduction | Simulations | Simulation 1: exponential family density | Simulation 2: Gaussian Mixture | Simulation 3: Multivariate Gaussian with some of the means being fixed | References
Gettings Started with Bayesian Marginal Reconstruction6 years ago
Bayesian Marginal Reconstruction | A simulated example dataset | Example | Methods | The algorythm | Justifying the algorithm | Considering the limits of 'tboot_bmr'
Getting Started with the Tilted Bootstrap6 years ago
Tilted Bootstrap | A simulated example dataset | Example 1: Constraining the mean for all variables in the data | Example 2: Constraining the mean for a subset of the variables | Example 3: Constraining the mean and variance for a variable | Methodology | Stating the optimization problem | Solving the optimization problem | Problems encountered for some data | Not full rank | Constraint not achievable | Unable to find an optimum | Some samples have a very high weight | Augmented Sampling to Improved Stability | Bibliography
