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

Автор:   Elena P.
мягкая обложка
152 страниц
2009 год
Издательство:   Книга по Требованию
Цена:
2382 руб
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Описание:SCCA provides sparse solutions that include only a small subset of variables. Their performance is evaluated and compared using simulated data and adaptive SCCA is applied to the study of natural variation in human gene expression. The practical use of SCCA is illustrated by applying it to the study of natural variation in human gene expression. Two extensions of SCCA - adaptive SCCA and modified adaptive SCCA are also presented. Sparse results aid in biological interpretability and can be used for hypothesis generation. 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. Sparse Canonical Correlation Analysis (SCCA) performs data integration by simultaneous analysis of 2 data types to find the relationships between them.


Orthomol Immun Junior Сила иммунитета на страже Вашего ребенка Orthomol Immun Junior Сила иммунитета на страже Вашего ребенка

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Embedded Linux Primer: A Practical, Real-World Approach

Chapter Summary Partitions are the logical division of a physical device. Numerous partition types are supported under Linux. A file system is mounted on a mount point in Linux. The root file system is mounted at the root of the file system hierarchy and referred to as / . The popular ext2 file system is mature and fast, and is often found on embedded and other Linux systems such as Red Hat and the Fedora Core series. The ext3 file system adds journaling on top of the ext2 file system, for better data integrity and system reliability. ReiserFS is another popular and high-performance journaling file system found on many embedded and other Linux systems. JFFS2 is a journaling file system optimized for use with Flash memory. It contains Flash-friendly features such as wear leveling for longer Flash memory lifetime. cramfs is a read-only file system perfect for small-system boot ROMs and other read-only programs and data. NFS is one of the most powerful development tools for the embedded developer. It can bring the power of a workstation to your target device ...»

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