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Showing 1 to 2 of 2 for “"curved exponential family"”.

  1. Bayesian Time Series Structure Learning: Formulation of an Event Driven Prior Distribution

    … the form of the prior distribution is within the curved exponential family. Finally, we test our developments empirically. Because traffic dynamics are comparatively accessible to common knowledge, we choose traffic time series as a test case to examine general behaviors of TIM inference and in …

    mit Repository record for Bayesian Time Series Structure Learning: Formulation of an Event Driven Prior Distribution (opens in a new tab)

  2. Beran Estimation of the Fisher-Bingham and Curved Kent Distributions

    … been developed for data over S^(p-1). A general exponential model which embodies some classical distributions as special cases has been proposed in high dimensions and is the subject of this dissertation. We describe the relationship between this general exponential model and the generalized form …

    guelph Repository record for Beran Estimation of the Fisher-Bingham and Curved Kent Distributions (opens in a new tab)