Results 21 to 30 of about 108,936 (256)

Approach to Software Defect Features Selection Using Extended Bayesian Information Criterion

open access: yesJisuanji kexue yu tansuo, 2020
Using a large number of metrics to establish a software defect prediction model may affect the performance of the prediction model because of unrelated metrics.
TU Jiping, QIAN Ye, WANG Wei, FAN Daoyuan, ZHANG Hanyu
doaj   +1 more source

Prediction of regulatory targets of alternative isoforms of the epidermal growth factor receptor in a glioblastoma cell line

open access: yesBMC Bioinformatics, 2019
Background The epidermal growth factor receptor (EGFR) is a major regulator of proliferation in tumor cells. Elevated expression levels of EGFR are associated with prognosis and clinical outcomes of patients in a variety of tumor types.
Claus Weinholdt   +7 more
doaj   +1 more source

Improved Treatment of the Independent Variables for the Deployment of Model Selection Criteria in the Analysis of Complex Systems

open access: yesEntropy, 2021
Model selection criteria are widely used to identify the model that best represents the data among a set of potential candidates. Amidst the different model selection criteria, the Bayesian information criterion (BIC) and the Akaike information criterion
Luca Spolladore   +3 more
doaj   +1 more source

Bayesian case-deletion model complexity and information criterion [PDF]

open access: yesStatistics and Its Interface, 2014
We establish a connection between Bayesian case influence measures for assessing the influence of individual observations and Bayesian predictive methods for evaluating the predictive performance of a model and comparing different models fitted to the same dataset.
Hongtu, Zhu   +2 more
openaire   +2 more sources

Correction to: A cross-validation-based approach for delimiting reliable home range estimates

open access: yesMovement Ecology, 2017
The results presented throughout were based on an alternative Information Criterion (IC) equation that did not appear in the original article. The alternate formulation (akin to the Bayesian Information Criterion, rather than Akaike’s Information ...
Eric R. Dougherty   +3 more
doaj   +1 more source

Econometric modelling for harvested area, production and productivity of natural rubber (Hevea brasiliensis)

open access: yesThe Indian Journal of Agricultural Sciences, 2020
The objective of present investigation was to study the trends in harvested area, production and productivity, and growth rates of natural rubber (Hevea brasiliensis) in Tamil Nadu from April 1991 to March 2016 by employing parametric models. The annual
SHYJU MATHEW, RAMASAMY MURUGESAN
doaj   +1 more source

Clustered Fedstack: Intermediate Global Models with Bayesian Information Criterion

open access: yesPattern Recognition Letters, 2023
This work has been submitted to the ELSEVIER for possible ...
Thanveer Shaik   +6 more
openaire   +3 more sources

Forecasting of Carbon Emissions in India Using Bayesian ARIMA and BSTS Approaches: Evidence from Environmental Sustainability [PDF]

open access: yesNature Environment and Pollution Technology
This study uses a completely Bayesian method to analyze and forecast per-capita CO2 emissions in India by comparing the performance of the Bayesian Autoregressive Integrated Moving Average (ARIMA) and Bayesian Structural Time Series (BSTS) models.
Palanisamy Manigandan, Duraisamy Pachiyappan, Jeena Radhamma and Nadia Sha
doaj   +1 more source

Corrected Bayesian Information Criterion for Stochastic Block Models [PDF]

open access: yesJournal of the American Statistical Association, 2019
42 pages, major revision. Change the title to "Corrected Bayesian information criterion for stochastic block models"
Jianwei Hu   +3 more
openaire   +2 more sources

Model Selection Procedures in Bounds Test of Cointegration: Theoretical Comparison and Empirical Evidence

open access: yesEconomies, 2020
Only unstructured single-path model selection techniques, i.e., Information Criteria, are used by Bounds test of cointegration for model selection.
Waqar Badshah, Mehmet Bulut
doaj   +1 more source

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