A primer on model selection using the Akaike Information Criterion [PDF]
Infectious Disease Modelling, 2020 A powerful investigative tool in biology is to consider not a single mathematical model but a collection of models designed to explore different working hypotheses and select the best model in that collection.
Stéphanie Portet
doaj +5 more sources
An Investigation of Extended-Dimension Embedded CKF-SLAM Based on the Akaike Information Criterion [PDF]
SensorsSimultaneous localization and mapping (SLAM) faces significant challenges due to high computational costs, low accuracy, and instability, which are particularly problematic because SLAM systems often operate in real-time environments where timely and ...
Hanghang Xu +3 more
doaj +3 more sources
Cost-effectiveness of community diabetes screening: Application of Akaike information criterion in rural communities of Nigeria [PDF]
Frontiers in Public Health, 2022 BackgroundThe prevalence of diabetes mellitus (DM) is increasing globally, and this requires several approaches to screening. There are reports of alternative indices for prediction of DM, besides fasting blood glucose (FBG) level.
Anayochukwu Edward Anyasodor +4 more
doaj +4 more sources
Unified Univariate-Neural Network Models for Lithium-Ion Battery State-of-Charge Forecasting Using Minimized Akaike Information Criterion Algorithm [PDF]
IEEE Access, 2021 Lithium-Ion batteries require step-ahead information to apply contingency plans to prevent them from operating beyond their safe operation thresholds in grid storage and electric vehicle applications.
Asadullah Khalid, Arif I. Sarwat
doaj +2 more sources
A bootstrap approach to evaluating the performance of Akaike Information Criterion (AIC) and Bayesian Information Criterion (BIC) in selection of an asymmetric price relationship [PDF]
Journal of Agricultural Sciences (Belgrade), 2012 This study addresses the problem of model selection in asymmetric price transmission models by combining the use of bootstrap methods with information theoretic selection criteria.
Acquah Henry de-Graft
doaj +3 more sources
Bridging Offline Functional Model Carrying Aging-Specific Growth Rate Information and Recombinant Protein Expression: Entropic Extension of Akaike Information Criterion [PDF]
Entropy, 2021 This study presents a mathematical model of recombinant protein expression, including its development, selection, and fitting results based on seventy fed-batch cultivation experiments from two independent biopharmaceutical sites.
Renaldas Urniezius +2 more
doaj +2 more sources
An improved sparse identification of nonlinear dynamics with Akaike information criterion and group sparsity. [PDF]
Nonlinear Dyn, 2023 Dong X, Bai YL, Lu Y, Fan M.
europepmc +3 more sources
Application of the Akaike Information Criterion to Ultrasonic Measurement of Liquid Volume in a Cylindrical Tank [PDF]
SensorsThe ultrasonic sensor method is the most significant and widely accepted technique for measuring liquid levels in tanks. Ultrasonic waves are particularly advantageous in the case of explosive, flammable, or aggressive liquids because of the possibility ...
Krzysztof J. Opieliński +1 more
doaj +2 more sources
Engineering and Applied Science Research, 2020 Pollution levels in developing countries, such as India, have become a major source of health problems. They need to be monitored and controlled. Bangalore, one of the major cities in India, faces a huge amount of pollution. Due to the dire
Vivekanand Venkataraman +5 more
doaj +2 more sources
Exponential Smoothing and the Akaike Information Criterion [PDF]
, 2009 Using an innovations state space approach, it has been found that the Akaike information criterion (AIC) works slightly better, on average, than prediction validation on withheld data, for choosing between the various common methods of exponential smoothing for forecasting. There is, however, a puzzle.
Ralph D. Snyder, J. Keith Ord
openaire +2 more sources