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Showing 1 to 2 of 2 for “"Ising distribution"”.
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Hierarchical Gaussian Processes for Spatially Dependent Model Selection
… the Conditional Autoregressive (CAR) model and Ising distribution to provide intra-cluster correlation on the linear effects and model inclusion indicators, while modeling inter-cluster correlation with separate Gaussian processes. We apply our model selection methodology to a dataset involving …
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Spatially Correlated Model Selection (SCOMS)
… significance of the regression coefficients. The Ising distribution as prior for the vector of indicator variables, models the dependence of adjacent regions. We present a case study on brook trout data where the response of interest is the presence/absence of the fish at sites in the eastern …