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Accuracy of parameter estimation for auto-regulatory transcriptional feedback loops from noisy data

Bayesian and non-Bayesian moment-based inference methods are commonly used to estimate the parameters defining stochastic models of gene regulatory networks from noisy single cell or population snapshot data. However, a systematic investigation of the accuracy of the predictions of these methods rem...

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Bibliografiske detaljer
Udgivet i:J R Soc Interface
Main Authors: Cao, Zhixing, Grima, Ramon
Format: Artigo
Sprog:Inglês
Udgivet: The Royal Society 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6505555/
https://ncbi.nlm.nih.gov/pubmed/30940028
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1098/rsif.2018.0967
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