Application of model quality evaluation to systems biology

Laura Giarre; Paola Falugi

Application of model quality evaluation to systems biology

Risultato della ricerca: Other

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.

Lingua originale	English
Pagine	135-140
Numero di pagine	6
Stato di pubblicazione	Published - 2008

All Science Journal Classification (ASJC) codes

Computational Theory and Mathematics
Signal Processing
Control and Systems Engineering

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title = "Application of model quality evaluation to systems biology",

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.",

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author = "Laura Giarre and Paola Falugi",

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TY - CONF

T1 - Application of model quality evaluation to systems biology

AU - Giarre, Laura

AU - Falugi, Paola

PY - 2008

Y1 - 2008

N2 - 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.

AB - 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.

KW - DNA

KW - biochemistry evolution (biological)

KW - genetics microorganisms

KW - identification

KW - molecular biophysics

KW - optimization

KW - reaction kinetics

KW - set membership

KW - DNA

KW - biochemistry evolution (biological)

KW - genetics microorganisms

KW - identification

KW - molecular biophysics

KW - optimization

KW - reaction kinetics

KW - set membership

UR - http://hdl.handle.net/10447/39011

M3 - Other

SP - 135

EP - 140

ER -