RGeode0.1.0 package

Geometric Density Estimation

p

Threshold probability (p(t))

randSVD

Randomized Singular Value Decomposition.

rexptr

Random generator for a Truncated Exponential distribution.

rgammatr

Random generator for a Truncated Gamma distribution.

rgeode

GEOmetric Density Estimation.

Download source packageRead PDF manual

Provides the hybrid Bayesian method Geometric Density Estimation. On the one hand, it scales the dimension of our data, on the other it performs inference. The method is fully described in the paper "Scalable Geometric Density Estimation" by Y. Wang, A. Canale, D. Dunson (2016) <http://proceedings.mlr.press/v51/wang16e.pdf>.

  • Maintainer: Lorenzo Rimella
  • License: GPL (>= 2)
  • Last published: 2017-09-04