DocumentCode
1704065
Title
Application of model quality evaluation to systems biology
Author
Falugi, Paola ; Giarré, Laura
Author_Institution
SUPELEC, Gif-sur-Yvette
fYear
2008
Firstpage
135
Lastpage
140
Abstract
Application of model quality evaluation to the quasispecies models is presented. These models are useful for the analysis of the DNA and RNA evolution and for the description of the population dynamics of viruses and bacteria. An estimate of the parameters together with their interval of variability is computed and the quality evaluation is tested on the basis of the model prediction error capability.
Keywords
DNA; biochemistry; evolution (biological); genetics; microorganisms; molecular biophysics; reaction kinetics; DNA evolution; RNA evolution; bacteria; chemical reaction network; model prediction error; model quality evaluation; quasispecies models; systems biology; viruses population dynamics; Biological system modeling; Biology computing; DNA; Evolution (biology); Microorganisms; Parameter estimation; RNA; Systems biology; Testing; Viruses (medical);
fLanguage
English
Publisher
ieee
Conference_Titel
Communications, Control and Signal Processing, 2008. ISCCSP 2008. 3rd International Symposium on
Conference_Location
St Julians
Print_ISBN
978-1-4244-1687-5
Electronic_ISBN
978-1-4244-1688-2
Type
conf
DOI
10.1109/ISCCSP.2008.4537206
Filename
4537206
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