skip to content
Learning and inference in computational systems biology
ClosePreview this item

Learning and inference in computational systems biology

Author: Neil Lawrence; et al
Publisher: Cambridge, Mass. : MIT Press, ©2010.
Series: Computational molecular biology.
Edition/Format:   Book : EnglishView all editions and formats
Summary:

Tools and techniques for biological inference problems at scales ranging from genome-wide to pathway-specific.

Rating:

(not yet rated) 0 with reviews - Be the first.

 

Find a copy in the library

Retrieving... Finding libraries that hold this item...

Details

Additional Physical Format: Online version:
Learning and inference in computational systems biology.
Cambridge, Mass. : MIT Press, c2010
(OCoLC)762146856
Document Type: Book
All Authors / Contributors: Neil Lawrence; et al
ISBN: 9780262013864 026201386X
OCLC Number: 416139763
Description: viii, 362 p. : ill. ; 24 cm.
Contents: Introduction / Neil D. Lawrence --
Reverse engineering of gene regulatory networks / Johannes Jaeger and Nicholas A.M. Monk --
Framework for comparative assessment of parameter estimation and inference methods in systems biology / Pedro Mendes --
Estimation of parametric nonlinear ODEs for biological networks identification / Florence d'Alché-Buc, Nicholas Brunel --
A brief introduction to Bayesian inference / Neil D. Lawrence, Magnus Rattray --
Inferring transcriptional networks using prior biological knowledge and constrained state-space models / John Angus ... [et al.] --
Mixtures of factor analyzers for modeling transcriptional regulation / Kuang Lin, and Dirk Husmeier --
System identification and model ranking: the Bayesian perspective / Mark Girolami, Ben Calderhead and Vladislav Vyshemirsky --
Gaussian processes for missing species in biochemical systems / Neil D. Lawrence ... [et al.] --
Markov chain Monte Carlo algorithms for SDE parameter estimation / Darren J. Wilkinson and Andrew Golightly --
Approximate inference for stochastic reaction processes / Andreas Ruttor, Guido Sanguinetti, and Manfred Opper --
Toward the inference of stochastic biochemical network and parameterized grammar models / Guy Yosiphon and Eric Mjolsness.
Series Title: Computational molecular biology.
Responsibility: edited by Neil D. Lawrence ... [et al.].

Reviews

User-contributed reviews
Retrieving weRead reviews...
Retrieving GoodReads reviews...
Retrieving Amazon reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.