Skip to content

Code for Gaussian process regression for value-censored functional and longitudinal data.

Notifications You must be signed in to change notification settings

adamgorm/censored-gp

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

1 Commit
 
 
 
 
 
 
 
 

Repository files navigation

Gaussian process regression for value-censored functional and longitudinal data

  • data_example.R draws from and plots the posterior distribution in the HIV-1 RNA data set.
  • functions.stan contains Stan functions for calculating things needed for drawing from the posterior, e.g., conditional means and covariances.
  • A5055data.txt contains the HIV-1 RNA data set.

To run the code, you must install

and the CRAN packages

  • tidyverse
  • mvtnorm
  • DEoptim
  • TruncatedNormal
  • abind

About

Code for Gaussian process regression for value-censored functional and longitudinal data.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published