Premium: an r package for profile regression mixture models using dirichlet processes

HIGHLIGHTS

• who: Silvia Liverani and collaborators from the Brunel University London have published the Article: PReMiuM: An R Package for Profile Regression Mixture Models Using Dirichlet Processes, in the Journal: (JOURNAL)
• what: The authors focus on Dirichlet process mixture models (DPMM), based upon the following simplified constructive definition of the Dirichlet process, due to Sethuraman . The methods and results that the authors propose within this paper hold for such generalized processes, but at present the package is only coded to implement the Dirichlet process in Equation 2 and the Poisson-Dirichlet process with Vc ~ Beta(1 . . .
  

   

  

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