Zobrazeno 1 - 10
of 148
pro vyhledávání: '"Finkenstädt Bärbel"'
Publikováno v:
Annals of Applied Statistics, 2021
We propose to model time-varying periodic and oscillatory processes by means of a hidden Markov model where the states are defined through the spectral properties of a periodic regime. The number of states is unknown along with the relevant periodici
Externí odkaz:
http://arxiv.org/abs/2001.01676
Publikováno v:
BMC Bioinformatics, Vol 10, Iss 1, p 343 (2009)
Abstract Background Fluorescent and luminescent gene reporters allow us to dynamically quantify changes in molecular species concentration over time on the single cell level. The mathematical modeling of their interaction through multivariate dynamic
Externí odkaz:
https://doaj.org/article/4de1e859536641a6869d7a725d99868c
Publikováno v:
Journal of the American Statistical Association, T&M, 2019
We propose a novel Bayesian methodology for analyzing nonstationary time series that exhibit oscillatory behaviour. We approximate the time series using a piecewise oscillatory model with unknown periodicities, where our goal is to estimate the chang
Externí odkaz:
http://arxiv.org/abs/1810.09996
Akademický článek
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Autor:
Finkenstädt, Bärbel, Woodcock, Dan J., Komorowski, Michal, Harper, Claire V., Davis, Julian R. E., White, Mike R. H., Rand, David A.
Publikováno v:
Annals of Applied Statistics 2013, Vol. 7, No. 4, 1960-1982
A central challenge in computational modeling of dynamic biological systems is parameter inference from experimental time course measurements. However, one would not only like to infer kinetic parameters but also study their variability from cell to
Externí odkaz:
http://arxiv.org/abs/1401.1640
Autor:
Finkenstädt, Bärbel F.
Publikováno v:
Biometrics, 2006 Dec 01. 62(4), 1170-1177.
Externí odkaz:
https://www.jstor.org/stable/4124539
Publikováno v:
Journal of the Royal Statistical Society. Series C (Applied Statistics), 2005 Jan 01. 54(3), 575-594.
Externí odkaz:
https://www.jstor.org/stable/3592734
Publikováno v:
Ecological Monographs, 2002 May 01. 72(2), 169-184.
Externí odkaz:
https://www.jstor.org/stable/3100023
Publikováno v:
Ecological Monographs, 2002 May 01. 72(2), 185-202.
Externí odkaz:
https://www.jstor.org/stable/3100024