Partial Transfer Learning for Causal Estimation

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Documentation for package ‘PartialTL’ version 0.1.0

• DESCRIPTION file.
• Code demos. Use demo() to run them.

Help Pages

PartialTL-package	Partial Transfer Learning for Causal Estimation and Source Detection
boot_detection	Bootstrap-Based Source Detection
DGP	Data Generating Process
fit_HPTL	HPTL (Heterogeneous Partial Transfer Learning) Fit
fit_PTL	PTL (Partial Transfer Learning) Fit
f_0	Outcome Nuisance Function (Target Model)
f_k	Outcome Nuisance Function (Source Model)
g_0	Treatment Nuisance Function (Target Model)
g_k	Treatment Nuisance Function (Source Model)
PartialTL	Partial Transfer Learning for Causal Estimation and Source Detection
RMSE	Root Mean Squared Error
run_bootstrap_E_hat	Bootstrap for Nuisance Function Estimation