Title: Bayesian Model Averaging for Propensity Score Analysis Authors and Affiliations:

Bayesian Model Averaging for Propensity Score Analysis.

This article considers Bayesian model averaging as a means of addressing uncertainty in the selection of variables in the propensity score equation. We investigate an approximate Bayesian model averaging approach based on the model-averaged propensity score estimates produced by the R package BMA but that ignores uncertainty in the propensity score. We also provide a fully Bayesian model averag...

Causal Moderation Analysis Using Propensity Score Methods Authors and Affiliations:

Predicting waste generation using Bayesian model averaging

A prognosis model has been developed for solid waste generation from households in Hoi An City, a famous tourist city in Viet Nam. Waste sampling, followed by a questionnaire survey, was carried out to gather data. The Bayesian model average method was used to identify factors significantly associated with waste generation. Multivariate linear regression analysis was then applied to evaluate th...

Title: Multiple Imputation for Large-Scale Educational Assessments: A Fully Bayesian Approach using Stan Authors and Affiliations:

Modeling Factors Affecting Tax Evasion in Iran's Economy Based on the Bayesian averaging approach

This study seeks to model tax evasion and identify how effective factors affect tax evasion in the Iranian economy. Recent models show the failure of traditional models; Models do not have enough ability to model hidden variables such as tax evasion. The present study considers this failure in identifying explanatory variables and experimental model design. To achieve this, the Bayesian averagi...