A primer on model selection using the Akaike Information Criterion

[1]  Julio R. Banga,et al.  Parameter estimation in models of biological oscillators: an automated regularised estimation approach , 2019, BMC Bioinformatics.

[2]  N. Sugiura.  Further analysts of the data by akaike' s information criterion and the finite corrections , 1978 .

[3]  Fathalla A. Rihan,et al.  Computational modelling with functional differential equations: Identification, selection, and sensitivity , 2005 .

[4]  Neil D. Evans,et al.  Parameter Identifiability of Fundamental Pharmacodynamic Models , 2016, Front. Physiol..

[5]  John J. Tyson,et al.  Model-driven experimental approach reveals the complex regulatory distribution of p53 by the circadian factor Period 2 , 2016, Proceedings of the National Academy of Sciences.

[6]  Stéphanie Portet,et al.  Keratin Dynamics: Modeling the Interplay between Turnover and Transport , 2015, PloS one.

[7]  David R. Anderson,et al.  Model selection and multimodel inference : a practical information-theoretic approach , 2003 .

[8]  M. Symonds,et al.  A brief guide to model selection, multimodel inference and model averaging in behavioural ecology using Akaike’s information criterion , 2010, Behavioral Ecology and Sociobiology.

[9]  H. Akaike,et al.  Information Theory and an Extension of the Maximum Likelihood Principle , 1973 .

[10]  H. Akaike.  A new look at the statistical model identification , 1974 .

[11]  Anthony Brown,et al.  Intermediate filaments exchange subunits along their length and elongate by end-to-end annealing , 2009, The Journal of cell biology.

[12]  Stéphanie Portet,et al.  Investigation of Novel Regulation of N-myristoyltransferase by Mammalian Target of Rapamycin in Breast Cancer Cells , 2018, Scientific Reports.

[13]  Ueli Aebi,et al.  A Quantitative Kinetic Model for the in Vitro Assembly of Intermediate Filaments from Tetrameric Vimentin* , 2007, Journal of Biological Chemistry.

[14]  M. Gabriela M. Gomes,et al.  A Bayesian Framework for Parameter Estimation in Dynamical Models , 2011, PloS one.

[15]  J. Langowski,et al.  Deconstructing the Late Phase of Vimentin Assembly by Total Internal Reflection Fluorescence Microscopy (TIRFM) , 2011, PloS one.

[16]  J. Brown.  Behavioral Ecology and Sociobiology , 2019, Encyclopedia of Animal Behavior.

[17]  James W. T. Yates,et al.  Structural Identifiability of Physiologically Based Pharmacokinetic Models , 2006, Journal of Pharmacokinetics and Pharmacodynamics.

[18]  Karl J. Friston,et al.  Bayesian Estimation of Dynamical Systems: An Application to fMRI , 2002, NeuroImage.

[19]  Jeffrey D. Varner,et al.  Dynamic Optimization with Particle Swarms (DOPS): a meta-heuristic for parameter estimation in biochemical models , 2017, bioRxiv.

[20]  R. A. Leibler,et al.  On Information and Sufficiency , 1951 .

[21]  Clifford M. Hurvich,et al.  Regression and time series model selection in small samples , 1989 .

[22]  Jerald B. Johnson,et al.  Model selection in ecology and evolution. , 2004, Trends in ecology & evolution.

[23]  Jiguo Cao,et al.  On the selection of ordinary differential equation models with application to predator‐prey dynamical models , 2015, Biometrics.

[24]  Hulin Wu,et al.  Differential Equation Modeling of HIV Viral Fitness Experiments: Model Identification, Model Selection, and Multimodel Inference , 2009, Biometrics.