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Software

  • PACE: Functional data analysis, functional principal component analysis and functional regression.
  • wavHSIC: Wavelet-based independence test for functional data.
  • FCBPS: Covariate balancing functional propensity score for functional treatments.
  • ProxITR: Proximal learning for individualized treatment regimes under unmeasured confounding.
  • npSurvivalCausal: RKHS-based covariate balancing for survival causal effect estimation.
  • ProxOPE: Off-policy evaluation for episodic partially observable Markov decision processes.
  • FTE-proximal: Functional treatment effect estimation with unmeasured confounding.