UID:
almafu_9959328266202883
Format:
1 online resource (xx, 292 pages) :
,
illustrations (some color)
Edition:
First edition.
ISBN:
9783527665471
,
3527665471
,
9783527665440
,
3527665447
,
9783527665457
,
3527665455
,
9781299158511
,
129915851X
,
9783527665464
,
3527665463
Series Statement:
Quantitative and network biology ; volume 3
Content:
This title discusses different methods for statistically analyzing and validating data created with high-throughput methods. It focuses on systems approaches, meaning that no single gene or protein forms the basis of the analysis but rather a more or less complex biological network.
Note:
Edition statement from running title area.
,
Part one: General overview. Control of type I error rates for oncology biomarker discovery with high-throughput platforms -- Overview of public cancer databases, resources, and visualization tools -- Part two: Bayesian methods. Discovery of expression signatures in chronic myeloid leukemia by Bayesian model averaging -- Bayesian ranking and selection methods in microarray studies -- Multiclass classification via Bayesian variable selection with gene expression data -- Semisupervised methods for analyzing high-dimensional genomic data -- Part three: Network-based approaches -- Colorectal cancer and its molecular subsystems: construction, interpretation, and validation -- Network medicine: disease genes in molecular networks -- Inference of gene regulatory networks in breast and ovarian cancer by integrating different genomic data -- Network-module-based approaches in cancer data analysis -- Discriminant and network analysis to study origin of cancer -- Intervention and control of gene regulatory networks: theoretical framework and application to human melanoma gene regulation -- Part four: Phenotype influence of DNA copy number aberrations. Identification of recurrent DNA copy number aberrations in tumors -- The cancer cell, its entropy, and high-dimensional molecular data.
Additional Edition:
Print version: Statistical diagnostics for cancer. Weinheim, germany : Wiley-Blackwell, [2013] ISBN 9783527332625
Language:
English
Keywords:
Electronic books.
;
Electronic books.
;
Electronic books.
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9783527665471
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9783527665471
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9783527665471
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