000			04049nam a22004935i 4500
001			978-3-642-16345-6
003			DE-He213
005			20140220083748.0
007			cr nn 008mamaa
008			110516s2011 gw | s |||| 0|eng d
020			_a9783642163456 _9978-3-642-16345-6
024	7		_a10.1007/978-3-642-16345-6 _2doi
050		4	_aQA276-280
072		7	_aPBT _2bicssc
072		7	_aMAT029000 _2bisacsh
082	0	4	_a519.5 _223
100	1		_aLu, Henry Horng-Shing. _eeditor.
245	1	0	_aHandbook of Statistical Bioinformatics _h[electronic resource] / _cedited by Henry Horng-Shing Lu, Bernhard Schölkopf, Hongyu Zhao.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2011.
300			_aX, 630 p. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aSpringer Handbooks of Computational Statistics
505	0		_aI: Accuracy Assessment of Consensus Sequence from Shotgun Sequencing -- Statistical and Computational Studies on Alternative Splicing -- Using Sequence Information to Predict TF-DNA Binding -- Computational Promoter Prediction in a Vertebrate Genome -- Discovering Influential Variables: A General Computer Intensive Method for Common Genetic Disorders -- STORMSeq: A Method for Ranking Regulatory Sequences by Integrating Experimental Datasets with Diverse Computational Predictions -- Mixture Tree Construction and Its Applications -- II: Experimental Designs and ANOVA for Microarray Data -- MAQC and Cross Platform Analysis of Microarray Data -- A Survey of Classification Techniques for Microarray Analysis -- Statistical Analysis of Single Nucleotide Polymorphism Microarrays in Cancer Studies -- Computational Analysis of ChIP-chip Data -- eQTL Mapping for Functional Classes of Saccharomyces Cerevisiae Genes with Multivariate Sparse Partial Least Squares Regression -- Analysis of Time Course Data -- III: Kernel Methods in Bioinformatics -- Graph Classification Methods in Chemoinformatics -- Hidden Markov Random Field Models for Network-based Analysis of Genomic Data -- Review of Weighted Gene Coexpression Network Analysis -- Liquid Association -- Boolean Networks -- Protein Interaction Networks: Protein Domain Interaction and Protein Function Prediction -- Regulatory Networks -- Inferring Signaling and Gene Regulatory Network from Genetic and Genomic Information -- Computational Drug Target Pathway Discovery: A Bayesian Network Approach -- Cancer Systems Biology -- Comparative Genomics and Molecular Evolution -- Robust Control of Immune Systems under Noises: Stochastic Game Approach.
520			_aNumerous fascinating breakthroughs in biotechnology have generated large volumes and diverse types of high throughput data that demand the development of efficient and appropriate tools in computational statistics integrated with biological knowledge and computational algorithms. This volume collects contributed chapters from leading researchers to survey the many active research topics and promote the visibility of this research area. This volume is intended to provide an introductory and reference book for students and researchers who are interested in the recent developments of computational statistics in computational biology.
650		0	_aStatistics.
650		0	_aMedicine.
650		0	_aComputer vision.
650	1	4	_aStatistics.
650	2	4	_aStatistics, general.
650	2	4	_aBiomedicine general.
650	2	4	_aComputer Imaging, Vision, Pattern Recognition and Graphics.
700	1		_aSchölkopf, Bernhard. _eeditor.
700	1		_aZhao, Hongyu. _eeditor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783642163449
830		0	_aSpringer Handbooks of Computational Statistics
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-642-16345-6
912			_aZDB-2-SMA
999			_c107147 _d107147