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    Determining Rank in the Presence of Error

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    Date
    1998-10-15
    Author
    Stewart, G. W.
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    Abstract
    The problem of determining rank in the presence of error occurs in a number of applications. The usual approach is to compute a rank-revealing decomposition and make a decision about the rank by examining the small elements of the decomposition. In this paper we look at three commonly use decompositions: the singular value decomposition, the pivoted QR decomposition, and the URV decomposition. (Also cross-referenced as UMIACS-TR-92-108)
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    http://hdl.handle.net/1903/573
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    • Technical Reports from UMIACS
    • Technical Reports of the Computer Science Department

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