Handbook of Statistical Systems Biology (Record no. 16753)

MARC details
000 -LEADER
fixed length control field 02437nam a2200277Ia 4500
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20250717113133.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 220909b |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780470710869
040 ## - CATALOGING SOURCE
Original cataloging agency CSL
Language of cataloging eng
Transcribing agency CSL
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
084 ## - COLON CLASSIFICATION NUMBER
Classification number B280bGg Q1 TB
Assigning agency CSL
245 #0 - TITLE STATEMENT
Title Handbook of Statistical Systems Biology
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. West Sessex :
Name of publisher, distributor, etc. John Wiley,
Date of publication, distribution, etc. 2011.
300 ## - PHYSICAL DESCRIPTION
Extent xxi, 508p.
500 ## - GENERAL NOTE
General note Includes bibliographical references and Index 495-508p.
520 ## - SUMMARY, ETC.
Summary, etc. Systems Biology is now entering a mature phase in which the key issues are characterising uncertainty and stochastic effects in mathematical models of biological systems. The area is moving towards a full statistical analysis and probabilistic reasoning over the inferences that can be made from mathematical models. This handbook presents a comprehensive guide to the discipline for practitioners and educators, in providing a full and detailed treatment of these important and emerging subjects. Leading experts in systems biology and statistics have come together to provide insight in to the major ideas in the field, and in particular methods of specifying and fitting models, and estimating the unknown parameters.<br/>This book:Provides a comprehensive account of inference techniques in systems biology.Introduces classical and Bayesian statistical methods for complex systems.Explores networks and graphical modeling as well as a wide range of statistical models for dynamical systems.Discusses various applications for statistical systems biology, such as gene regulation and signal transduction.Features statistical data analysis on numerous technologies, including metabolic and transcriptomic technologies.Presents an in-depth presentation of reverse engineering approaches.Provides colour illustrations to explain key concepts.This handbook will be a key resource for researchers practising systems biology, and those requiring a comprehensive overview of this important field.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Biology.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Statistical systems biology.
9 (RLIN) 815856
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Statistics.
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Stumpf, Michael
Relator term editor.
9 (RLIN) 815857
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Balding, David J.
Relator term editor.
9 (RLIN) 815858
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Girolami, Mark
Relator term editor.
9 (RLIN) 472463
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Classification part B280bGg Q1 TB
Koha item type Textual
Source of classification or shelving scheme Colon Classification (CC)
Suppress in OPAC No
Holdings
Withdrawn status Lost status Damaged status Not for loan Home library Current library Date acquired Source of acquisition Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
        Central Science Library Central Science Library 2022-09-12 745, 30/03/2012, Dhanraj Book House   B280bGg Q1 TB SL1558057 2022-09-12 2022-09-12 Textual
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