Nonlinear Causal Dose-Response Estimation via Splines

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Documentation for package ‘CausalSpline’ version 0.1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

CausalSpline-package	CausalSpline: Nonlinear Causal Dose-Response Estimation via Splines
CausalSpline	CausalSpline: Nonlinear Causal Dose-Response Estimation via Splines
causal_spline	Nonlinear causal dose-response estimation via splines
check_overlap	Diagnose positivity / overlap for a continuous treatment
dose_response_curve	Extract the dose-response curve data frame
fragility_curve	Geometric fragility curve for a CausalSpline fit
gps_model	Fit the Generalised Propensity Score model
gradient_curve	Numerical derivatives of a CausalSpline dose-response curve
plot.causal_spline	Plot the estimated dose-response curve
plot.fragility_curve	Plot method for fragility_curve objects
predict.causal_spline	Predict E[Y(t)] at new treatment values
print.causal_spline	Print method for causal_spline objects
region_fragility	Regional fragility summary for a CausalSpline fit
simulate_dose_response	Simulate nonlinear dose-response data
summary.causal_spline	Summary method for causal_spline objects
trim_weights	Trim extreme IPW weights