Correction: Analysis of human capital effects introducing Bayesian quantile regression in the process of industrial structural upgrading. [PDF]
Wang X, Shi S.
europepmc +1 more source
Seasonal Decomposition‐Enhanced Deep Learning Architecture for Probabilistic Forecasting
ABSTRACT Time series decomposition as a general preprocessing method has been widely used in the field of time series forecasting. However, since the future is unknown, this preprocessing practice is limited in realistic forecasting, especially in real‐time forecasting scenarios.
Keyan Jin +1 more
wiley +1 more source
A Bayesian quantile regression approach for determining risk factors of low birth weight of under five children in Cambodia. [PDF]
Hossain MM.
europepmc +1 more source
ABSTRACT Accelerated life testing (ALT) is a method of reducing the lifetime of components through exposure to extreme stress. This method of obtaining lifetime information involves the design of a testing experiment, that is, an accelerated test plan.
Owen McGrath, Kevin Burke
wiley +1 more source
Analysis of human capital effects introducing Bayesian quantile regression in the process of industrial structural upgrading. [PDF]
Shi S, Wang X.
europepmc +1 more source
Bayesian estimation and variables selection for binary composite quantile regression
Taha Alshaybawee +2 more
openalex +2 more sources
Bayesian reciprocal bridge composite tobit quantile regression
Zainab S Alsaadi, Rahim Alhamzawi
openalex +2 more sources
Stagewise Boosting Distributional Regression
ABSTRACT Distributional regression extends generalized additive models by linking all distributional parameters to covariates. Gradient boosting is among the most effective estimation techniques for such models, yet it can suffer from vanishing gradients, resulting in unstable updates and weak variable selection.
Mattias Wetscher +3 more
wiley +1 more source
Market Insurance and Risk Pooling in U.S. Crop Insurance
ABSTRACT A common assumption is that multiple‐peril crop insurance markets suffer from market failures, thus justifying government intervention in the form of premium subsidies, operating allowances, and reinsurance agreements. One prominent rationale for intervention involves geographic correlation in agricultural production which leads to systemic ...
Fan Fan +3 more
wiley +1 more source
Estimation of Daily Smoking Prevalence for Disaggregated Statistical Areas in Australia
ABSTRACT Motivated by the need to estimate prevalence at multiple disaggregated level hierarchies, rather than only one, this study extends widely used area‐level models in Bayesian and frequentist framework. We propose adding additional unstructured random effects at higher level disaggregated domains to the traditional models. Using our extension, we
Sumonkanti Das +4 more
wiley +1 more source

