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Deducing chemical reaction rate constants and their regions of confidence from noisy measurements of time series of concentration
Conference proceeding   Peer reviewed

Deducing chemical reaction rate constants and their regions of confidence from noisy measurements of time series of concentration

Paola Lecca, A Palmisano and C Priami
2009 11th International Conference on Computer Modelling and Simulation, pp.200-205
11th International Conference on Computer Modelling and Simulation (UKSim 2009) (Cambridge, 25/03/2009 - 27/03/2009)
2009
DOI: https://doi.org/10.1109/UKSIM.2009.18
Handle:
https://hdl.handle.net/10863/34640

Abstract

We present a new method for estimating rate coefficients from noisy observations of concentration levels at discrete time points. Our inference method is based on a new maximum likelihood approach to the estimation of probability density function of the variations in reactant concentration. The inference procedure returns the rate coefficients with their intervals of confidence, and the variance of noise in the input data. ©2009 IEEE.
url
https://ieeexplore.ieee.org/document/4809763View

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