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This paper presents autocorrelated logistic ridge regression, an extension of logistic ridge regression for ordered covariates that is based on the assumption that adjacent covariates have similar regression coefficients. The method is applied to the analysis of proteomics mass spectra.
Published Online: 2008-2-21
©2011 Walter de Gruyter GmbH & Co. KG, Berlin/Boston