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  • 标题:A Review of the `BMS’ Package for R with Focus on Jointness
  • 本地全文:下载
  • 作者:Shahram Amini ; Christopher F. Parmeter
  • 期刊名称:Econometrics
  • 印刷版ISSN:2225-1146
  • 出版年度:2020
  • 卷号:8
  • 期号:1
  • 页码:6
  • DOI:10.3390/econometrics8010006
  • 语种:English
  • 出版社:MDPI, Open Access Journal
  • 摘要:We provide a general overview of Bayesian model averaging (BMA) along with the concept of jointness. We then describe the relative merits and attractiveness of the newest BMA software package, BMS, available in the statistical language R to implement a BMA exercise. BMS provides the user a wide range of customizable priors for conducting a BMA exercise, provides ample graphs to visualize results, and offers several alternative model search mechanisms. We also provide an application of the BMS package to equity premia and describe a simple function that can easily ascertain jointness measures of covariates and integrates with the BMS package.
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