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  • Search: subject:"Dimension reduction multicollinear"
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Categorical data 1 Classification 1 Collinear 1 Dimension reduction multicollinear 1
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Lin, Yanzhu 1 Zhang, Dabao 1 Zhang, Min 1
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Computational Statistics & Data Analysis 1
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Generalized orthogonal components regression for high dimensional generalized linear models
Lin, Yanzhu; Zhang, Min; Zhang, Dabao - In: Computational Statistics & Data Analysis 88 (2015) C, pp. 119-127
The algorithm, generalized orthogonal components regression (GOCRE), is proposed to explore the relationship between a categorical outcome and a set of massive variables. A set of orthogonal components are sequentially constructed to account for the variation of the categorical outcome, and...
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