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Maxent, Mathematics, and Information Theory
1996This is a mathematically oriented survey about the method of maximum entropy or minimum I-divergence, with a critical treatment of its various justifications and relation to Bayesian statistics. Information theoretic ideas are given substantial attention, including “information geometry”.
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Mapping cropland suitability in China using optimized MaxEnt model
Field crops research (Print), 2023Xiaolian Li +5 more
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Maxent Applied To Linear Regression
1990Given sparse, unreplicated data of poor instrumental resolution, we determine the probability of linear models using orthogonal least squares regression and MAXENT with an ‘expert draftsman’ constraint. An information bound condition enables MAXENT inference for the reliability of evidence determining the probability distribution for observations of a ...
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