Using regression makes extraction of shared variation in multiple datasets easy

    Data Min. Knowl. Discov., Volume 30, Issue 5, 2016, Pages 1112-1133.

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    Keywords:
    Shared variationMultiple regressionRegression chains

    Abstract:

    In many data analysis tasks it is important to understand the relationships between different datasets. Several methods exist for this task but many of them are limited to two datasets and linear relationships. In this paper, we propose a new efficient algorithm, termed , for the extraction of variation common to in a given collection of...More

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