Bayesian statistical analysis of circadian oscillations in fibroblasts

DOI10.1016/J.JTBI.2012.08.038zbMath1397.92028OpenAlexW2034992647WikidataQ42194350 ScholiaQ42194350MaRDI QIDQ1790928

Tanya L. Leise, David K. Welsh, Andrew L. Cohen

Publication date: 4 October 2018

Published in: Journal of Theoretical Biology (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc3478438

zbMATH Keywords

stochastic gene expressioncircadian clocksinusoidal parameter estimationnoisy oscillator

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Biological rhythms and synchronization (92B25)

Uses Software

• waveclock

Cites Work

• Bayesian spectrum analysis and parameter estimation. (Extensive revision of the dissertation, Washington Univ. 1987)
• An introduction to MCMC for machine learning
• A First Course in Bayesian Statistical Methods
• Bayesian inference and Gibbs sampling in spectral analysis and parameter estimation. I
• Monte Carlo sampling methods using Markov chains and their applications
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