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Items for "linear regression"

Input-dependent estimation of generalization error under covariate shift

A common assumption in supervised learning is that the training and test input points follow the same probability distribution...

Keywords: linear regression, generalization error, model selection, covariate shift, sample selection

04/2005 | Statistics & Decisions, Oldenbourg Wissenschaftsverlag
A model for the harmonisation of test results of different quantitative D-dimer methods

The numerical test results of different D-dimer assays vary widely. Because of the complexity of the analyte of target as well as the variability in specificity of different D-dimer assays, only harmonisation of the test results seems to be feasible...

Keywords: D-dimer, harmonisation, linear regression, commutability

03/2006 | Thrombosis and Haemostasis, Schattauer