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 Sparse Canonical Correlation Analysis. Data Integration for regular and high dimensional studies
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Sparse Canonical Correlation Analysis. Data Integration for regular and high dimensional studies

автор Elena P. издательство Книга по Требованию Книги
Cтраниц 152        мягкая обложка       
Аннотация:Their performance is evaluated and compared using simulated data and adaptive SCCA is applied to the study of natural variation in human gene expression. Sparse Canonical Correlation Analysis (SCCA) performs data integration by simultaneous analysis of 2 data types to find the relationships between them. Sparse results aid in biological interpretability and can be used for hypothesis generation. Two extensions of SCCA - adaptive SCCA and modified adaptive SCCA are also presented. SCCA provides sparse solutions that include only a small subset of variables. This monograph presents methodology for SCCA and evaluation of its properties using simulated data. It is applicable to all studies including large studies with limited sample size. The practical use of SCCA is illustrated by applying it to the study of natural variation in human gene expression.
Автор: Elena P.
Издательство: Книга по Требованию
Год:2009
Цена:
2384 руб
Нет в наличии
Поиск: Sparse Canonical Correlation Analysis. Data Integration for regular and high dimensional studies
НОВЫЙ ГОД СИМВОЛ 2013 ГОДАУКРАШЕНИЯ
КАРНАВАЛ НА НОВЫЙ ГОД РАСПРОДАЖА
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