Performance of criteria for selecting evolutionary models in phylogenetics: a comprehensive study based on simulated datasets [PDF]
BMC Evolutionary Biology, 2010 Background Explicit evolutionary models are required in maximum-likelihood and Bayesian inference, the two methods that are overwhelmingly used in phylogenetic studies of DNA sequence data.
Luo Arong +7 more
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Effect of Location, Clone, and Measurement Season on the Propagation Velocity of Poplar Trees Using the Akaike Information Criterion for Arrival Time Determination. [PDF]
Materials (Basel), 2019 Rescalvo FJ +3 more
europepmc +3 more sources
Finite Sample Improvement of Akaike’s Information Criterion [PDF]
IEEE Transactions on Information Theory, 2021 We emphasize that it is possible to improve the principle of unbiased risk estimation for model selection by addressing excess risk deviations in the design of penalization procedures. Indeed, we propose a modification of Akaike's Information Criterion that avoids overfitting, even when the sample size is small.
Adrien Saumard, Fabien Navarro
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Parametric Models in Survival Analysis for Lung Cancer Patients
Ibn Al-Haitham Journal for Pure and Applied Sciences, 2021 The aim of this study is to estimate the survival function for the data of lung cancer patients, using parametric methods (Weibull, Gumbel, exponential and log-logistic).
Layla A. Ahmed
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Heliyon, 2023 Multivariate Adaptive Regression Splines (MARS) is a useful non-parametric regression analysis method that can be used for model selection in high-dimensional data. Since MARS can identify and model complex, non-linear relationships between the dependent
Meryem Bekar Adiguzel, Mehmet Ali Cengiz
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Evaluation of the best fit distribution for partial duration series of daily rainfall in Madinah, western Saudi Arabia [PDF]
Proceedings of the International Association of Hydrological Sciences, 2014 Rainfall frequency analysis is an essential tool for the design of water related infrastructure. It can be used to predict future flood magnitudes for a given magnitude and frequency of extreme rainfall events.
F. Alahmadi +4 more
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Applied Sciences, 2020 Microseismic (MS) signals recorded by sensors are often mixed with various noise, which produce some interference to the further analysis of the collected data.
Jinyong Zhang, Linlu Dong, Nuwen Xu
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Probable Forecasting of Epidemic COVID-19 in Using COCUDE Model [PDF]
EAI Endorsed Transactions on Pervasive Health and Technology, 2021 INTRODUCTION: The world has been struck due to the dangerous human threat called Corona Virus Disease 2019. This research work proposes a methodology to encounter the future infection rate, curing rate, and decease rate.
Prasannavenkatesan Theerthagiri
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COMPARISON OF PHARMACOKINETICS BY AKAIKE INFORMATION CRITERION
Japanese Journal of Biometrics, 1991 Akifumi Yafune, Makio Ishiguro
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Information criteria for astrophysical model selection [PDF]
, 2007 Model selection is the problem of distinguishing competing models, perhaps featuring different numbers of parameters. The statistics literature contains two distinct sets of tools, those based on information theory such as the Akaike Information ...
Liddle, Andrew R
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