Philip Pilgerstorfer's repositories
KOMA-and-XeTeX-academic-CV-template
This is an academic CV template using KOMA scripts with XeTeX.
AdditiveCausalExpansion
This is a package for the treatment effect estimation using a varying coefficient model with Gaussian process priors on the parameters. The coefficient functions are dependent on the confounders. The linear elements are the basis expansion of the treatment variable, allowing for causal inference for binary, multivariate, and continuous treatments.
CausalStump
(DEPRECATED - subsumed by my GPspline package) This package fits a Gaussian process to causal inference observational data. It is part of my MSc project in Computational Statistics and Machine Learning at UCL in London 2016/17.