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Showing 1 to 2 of 2 for “"Information Partition Function"”.
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Extending the Information Partition Function: Modeling Interaction Effects in Highly Multivariate, Discrete Data
… methods are required to turn data into usable information. Much of this data is categorical in nature, which makes estimation difficult in highly multivariate settings. In this thesis we review various multivariate statistical methods, discuss various statistical methods of natural language …
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IP Algorithm Applied to Proteomics Data
<p>Mass spectrometry has been used extensively in recent years as a valuable tool in the study of proteomics. However, the data thus produced exhibits hyper-dimensionality. Reducing the dimensionality of the data often requires the imposition of many assumptions which can be harmful to subsequent …