Estimating Causal Dose Response Functions

---

Documentation for package ‘causaldrf’ version 0.4.2

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

Help Pages

add_spl_est	The additive spline estimator
aipwee_est	Prediction with a residual bias correction estimator
bart_est	The BART estimator
gam_est	The GAM estimator
get_ci	This calculates an upper and lower bound from bootstrap matrix
hi_est	The Hirano and Imbens estimator
hi_sim_data	Simulated data from Hirano and Imbens (2004)
iptw_est	The inverse probability of treatment weighting (iptw) estimator
ismw_est	The inverse second moment weighting (ismw) estimator
iw_est	The inverse weighting estimator (nonparametric method)
nmes_data	Data set containing data from the National Medical Expenditure Survey (NMES)
nw_est	The Nadaraya-Watson modified estimator
overlap_fun	This function creates an overlapping dataset
prop_spline_est	The propensity-spline prediction estimator
reg_est	The regression prediction estimator
scalar_wts	This function calculates scalar weights for use in other models
sim_data	Simulated data from Schafer and Galagate (2015)
t_mod	A function to estimate conditional expected values and higher order moments
wtrg_est	The weighted regression estimator