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Class prediction by nearest shrunken centroids,with applications to DNA microarrays.
Class prediction nearest shrunken centroids DNA microarrays
2015/8/21
Class prediction by nearest shrunken centroids,with applications to DNA microarrays..
Regularized linear discriminant analysis and its application in microarrays
Regularized linear discriminant analysis microarrays
2015/8/21
In this paper, we introduce a modified version of linear discriminant analysis, called the “shrunken centroids regularized discriminant analysis” (SCRDA). This method generalizes the idea of the “near...
In microarray studies, an important problem is to compare a predictor of disease outcome
derived from gene expression levels to standard clinical predictors. Comparing them on the same
dataset that ...
Row and Column Correlations (Are a set of microarrays independent of each other?)
Row Column Correlations
2015/8/20
Having observed an m n matrix X whose rows are possibly correlated, we wish to test the hypothesis that the columns are independent of each other. Our motivation comes from microarray studies,
where...
Having observed an m n matrix X whose rows are possibly correlated, we wish to test the hypothesis that the columns are independent of each other. Our motivation comes from microarray studies,
where...
Microarrays, Empirical Bayes, and the Two-Groups Model
Empirical Bayes the Two-Groups Model
2015/8/20
The classic frequentist theory of hypothesis testing developed by Neyman, Pearson, and Fisher
has a claim to being the Twentieth Century’s most influential piece of applied mathematics. Somethi...
专著信息
书名
DNA microarrays with unimolecular hairpin double-stranded DNA probes: fabrication and exploration of sequence-specific DNA/protein interactions.
语种
英文
撰写或编译
作者
Jinke Wang,Yunfei Bai,Tongxiang ...