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Bayesian inference of minimally complex models with interactions of arbitrary order

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Finding the model that best describes a high-dimensional dataset is a daunting task, even more so if one aims to consider all possible high-order patterns of the data (i.e., correlation patterns between three or more variables), going beyond pairwise models. F... ...