This paper introduces a Bayesian approach for composite quantile regression employing the skewed Laplace distribution for the error distribution. We use a two-level hierarchical Bayesian model for coefficient e
In Bayesian framework, bridge regularized penalty can be implemented based on generalized Gaussian distribution (GGD) prior. In this paper, we incorporate Bayesian bridge-randomized penalty and its adaptive version into the quantile regression (QR) models with autoregressive perturbations to conduct ...
Bayesian additive regression trees AUC: Area under the curve ROC: Receiver operating characteristics SD: Standard deviation MICE: Multivariate imputation by chained equations SVM: Support vector machine NPV: Negative predictive value PPV: Positive predictive value TPR: True positive rate CI...
it is again relevant to report the convergence and stability of the chain. For instance, the example in the SupplementaryInformationuses bridge sampling55,56to
et al. PREDICTION AND CLASSIFICATION OF GROUNDWATER QUALITY INDEX (WQI) USING REGRESSION LEARNING MODELS. Russian Journal of Biomechanics, 2023, 27(2): 40-50. DOI:10.15593/RZhBiomeh/2023.2.05 396. Wang, T., Reiffsteck, P., Chevalier, C. et al. An interpretable model for bridge scour...
et al. Estimating equilibrium scour depth around non-circular bridge piers using interpretable hybrid machine learning models. Ocean Engineering, 2024, 312: 119246. 必应学术 108. Nguyen, B.-Q.-V., Kim, Y.-T. The effect of soil physical properties on predicting shear strength parameters ...
privacy policy Abstract For high dimensional gene expression data, one important goal is to identify a small number of genes that are associated with progression of the disease or survival of the patients. In this paper, we consider the problem of variable selection for multivariate survival data....
Fontanella CA, Saman DM, Campo JV, Hiance-Steelesmith DL, Bridge JA, Sweeney HA, et al. Mapping suicide mortality in Ohio: A spatial epidemiological analysis of suicide clusters and area level correlates. Prev Med Elsevier. 2018;106:177–84. Article Google Scholar Galster G, Tatian P, ...
Slight modifications of this approach lead to Bayesian analogues of other related estimation methods, including reciprocal adaptive LASSO, reciprocal bridge, and reciprocal adaptive bridge. Empirical evidence of the attractiveness of the method is demonstrated via extensive simulation studies and two real ...
Quantile regressionBridge penaltyLongitudinal ordinal dataBond ratingsPosterior inferenceEmpirical studies in various fields, such as clinical trials, environmental sciences, psychology, as well as finance and economics, often encounter the task of conducting statistical inference for longitudinal data with ...