نتایج جستجو برای: bayesian model averaging bma

تعداد نتایج: 2165026  

Journal: :Statistical Analysis and Data Mining: The ASA Data Science Journal 2013

Journal: :Journal of the American Statistical Association 1997

2002
Jennifer A. Hoeting

The standard practice of selecting a single model from some class of models and then making inferences based on this model ignores model uncertainty. Ignoring model uncertainty can impair predictive performance and lead to overstatement of the strength of evidence via p-values that are too small. Bayesian model averaging provides a coherent approach for accounting for model uncertainty. A varie...

Journal: :Advances in Methods and Practices in Psychological Science 2020

Journal: :Cogent economics & finance 2021

While economic theory suggests a wide range of potential drivers public debt, there is little consensus regarding the most relevant ones. This paper analyzes determinants debt in Africa. done by adopting Bayesian Model Averaging (BMA) approach applied to data 51 African countries, spanning period 1990–2018. Our results suggest that, among set twenty-seven (27) regressors considered, those refle...

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