Orthogonal simple component analysis: A new, exploratory approach
نویسندگان
چکیده
منابع مشابه
Orthogonal Simple Component Analysis
A new methodology to aid interpretation of a principal component analysis is presented. While preserving orthogonality, each eigenvector is replaced by a vector, close to it in angle terms, whose entries are small integers. We call such vectors simple. The approach is exploratory, a range of sets of pairwise orthogonal simple components being systematically obtained, from which the user may cho...
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ژورنال
عنوان ژورنال: The Annals of Applied Statistics
سال: 2011
ISSN: 1932-6157
DOI: 10.1214/10-aoas374