000			02801nam a22003975i 4500
001			288001
003			MX-SnUAN
005			20160429154610.0
007			cr nn 008mamaa
008			150903s2013 xxu| o |||| 0|eng d
020			_a9781461464464 _99781461464464
024	7		_a10.1007/9781461464464 _2doi
035			_avtls000341911
039		9	_a201509030342 _bVLOAD _c201405050235 _dVLOAD _y201402061113 _zstaff
040			_aMX-SnUAN _bspa _cMX-SnUAN _erda
050		4	_aQA276-280
100	1		_aNagarajan, Radhakrishnan. _eautor _9317511
245	1	0	_aBayesian Networks in R : _bwith Applications in Systems Biology / _cby Radhakrishnan Nagarajan, Marco Scutari, Sophie Lèbre.
264		1	_aNew York, NY : _bSpringer New York : _bImprint: Springer, _c2013.
300			_axiii, 157 páginas 36 ilustraciones _brecurso en línea.
336			_atexto _btxt _2rdacontent
337			_acomputadora _bc _2rdamedia
338			_arecurso en línea _bcr _2rdacarrier
347			_aarchivo de texto _bPDF _2rda
490	0		_aUse R! ; _v48
500			_aSpringer eBooks
505	0		_aIntroduction -- Bayesian Networks in the Absence of Temporal Information -- Bayesian Networds in the Presence of Temporal Information -- Bayesian Network Inference Algorithms -- Parallel Computing for Bayesian Networks -- Solutions -- Index -- References.
520			_aBayesian Networks in R with Applications in Systems Biology introduces the reader to the essential concepts in Bayesian network modeling and inference in conjunction with examples in the open-source statistical environment R. The level of sophistication is gradually increased across the chapters with exercises and solutions for enhanced understanding and hands-on experimentation of key concepts. Applications focus on systems biology with emphasis on modeling pathways and signaling mechanisms from high throughput molecular data. Bayesian networks have proven to be especially useful abstractions in this regards as exemplified by their ability to discover new associations while validating known ones. It is also expected that the prevalence of publicly available high-throughput biological and healthcare data sets may encourage the audience to explore investigating novel paradigms using the approaches presented in the book.
590			_aPara consulta fuera de la UANL se requiere clave de acceso remoto.
700	1		_aScutari, Marco. _eautor _9317512
700	1		_aLèbre, Sophie. _eautor _9317513
710	2		_aSpringerLink (Servicio en línea) _9299170
776	0	8	_iEdición impresa: _z9781461464457
856	4	0	_uhttp://remoto.dgb.uanl.mx/login?url=http://dx.doi.org/10.1007/978-1-4614-6446-4 _zConectar a Springer E-Books (Para consulta externa se requiere previa autentificación en Biblioteca Digital UANL)
942			_c14
999			_c288001 _d288001