000			02995cam a22003497a 4500
999			_c30432 _d30432
003			CUTN
005			20190829110019.0
008			120202s2011 gw a b 001 0 eng
020			_a9783527327508 (alk. paper)
020			_a3527327509 (alk. paper)
041			_aEnglish
042			_anlmcopyc _alccopycat
060	0	0	_a2011 J-761
060	1	0	_aQU 26.5
082	0	4	_a570.727 _222 _bDEH
245	0	0	_aApplied statistics for network biology : _bmethods in systems biology / _cedited by Matthias Dehmer ... [et al.].
260			_aWeinheim, Germany : _bWiley-Blackwell, _cc2011.
300			_axxiii, 454 p. : _bill. (some col.) ; _c25 cm.
505	0		_tPt. One. Modeling, simulation, and meaning of gene networks: 1. Network analysis to interpret complex phenotypes -- 2. Stochastic modeling of gene regulatory networks -- 3. Modeling expression quantitative trait loci in multiple populations -- _tPt. Two. Inference of gene networks: 4. Transcriptional network inference based on information theory -- 5. Elucidation of general and condition-dependent gene pathways using mixture models and bayesian networks -- 6. Multiscale network reconstruction from gene expression measurements: correlations, perturbations, and "A Priori Biological Knowledge" -- 7. Gene regulatory networks inference: combining a genetic programming and H [infinity symbol] filtering approach -- 8. Computational reconstruction of protein interaction networks -- _t Pt. Three. Analysis of gene networks: 9. What if the fit is unfit? Criteria for biological systems estimation beyond residual errors -- 10. Machine learning methods for identifying essential genes and proteins in networks -- 11. Gene coexpression networks for the analysis of DNA microarray data -- 12. Correlation network analysis and knowledge integration -- 13. Network screening: a new method to identify active networks from an ensemble of known networks -- 14. Community detection in biological networks -- 15. On some inverse problems in generating probabilistic boolean networks -- 16. Boolean analysis of gene expression datasets -- _t Pt. Four. Systems approach to diseases: 17. Representing cancer cell trajectories in a phase-space diagram: switching cellular states by biological phase transitions -- 18. Protein network analysis for disease gene identification and prioritization -- 19. Pathways and networks as functional descriptors for human disease and drug response endpoints.
650		0	_aSystems biology
650	1	2	_aComputational Biology.
650	2	2	_aStatistics as Topic.
700	1		_aDehmer, Matthias,
942			_2ddc _cBOOKS
490	1		_aQuantitative and network biology ; _vv.1
504			_aIncludes bibliographical references and index.
650		0	_xStatistical methods.
700	1		_d1968-
830		0	_aQuantitative and network biology ; _vv.1.
906			_a7 _bcbc _ccopycat _d2 _encip _f20 _gy-gencatlg