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Article
Open AccessMethodological study of affine transformations of gene expression data with proposed robust non-parametric multi-dimensional normalization method
Low-level processing and normalization of microarray data are most important steps in microarray analysis, which have profound impact on downstream analysis. Multiple methods have been suggested to date, but i...
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Article
Information and effective number of meioses in linkage analysis
In this paper we introduce two information criteria in linkage analysis. The setup is a sample of families with unusually high occurrence of a certain inheritable disease. Given phenotypes from all families, t...
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Article
Asymptotic bias and variance for a general class of varying bandwidth density estimators
We consider a general class of varying bandwidth estimators of a probability density function. The class includes the Abramson estimator, transformation kernel density estimator (TKDE), Jones transformation ke...
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Article
The change-of-variance function for dependent data
The infinitesimal stability of the asymptotic variance is considered forM-estimators of a location parameter when the nominal sample with i.i.d. data is contaminated by a possibly dependent process. It is shown t...