causaldrf: Tools for Estimating Causal Dose Response Functions
Version 0.3

Functions and data to estimate causal dose response functions given continuous, ordinal, or binary treatments.

Browse man pages Browse package API and functions Browse package files

AuthorDouglas Galagate [cre], Joseph Schafer [aut]
Date of publication2015-11-30 17:18:48
MaintainerDouglas Galagate <galagated@gmail.com>
LicenseMIT + file LICENSE
Version0.3
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("causaldrf")

Man 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...
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)...
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...
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...
sim_data: Simulated data from Schafer and Galagate (2015)
t_mod: A function to estimate conditional expected values and higher...
wtrg_est: The weighted regression estimator

Functions

add_spl_est Man page Source code
aipwee_est Man page Source code
bart_est Man page Source code
gam_est Man page Source code
get_ci Man page Source code
hi_est Man page Source code
hi_sim_data Man page
iptw_est Man page Source code
ismw_est Man page Source code
iw_est Man page Source code
nmes_data Man page
nw_est Man page Source code
overlap_fun Man page Source code
print.causaldrf Source code
print.causaldrf_lsfit Source code
print.causaldrf_simple Source code
print.causaldrf_wts Source code
print.summary.causaldrf Source code
print.summary.causaldrf_lsfit Source code
print.summary.causaldrf_simple Source code
print.summary.causaldrf_wts Source code
prop_spline_est Man page Source code
reg_est Man page Source code
scalar_wts Man page Source code
sim_data Man page
summary.causaldrf Source code
summary.causaldrf_lsfit Source code
summary.causaldrf_simple Source code
summary.causaldrf_wts Source code
t_mod Man page Source code
wtrg_est Man page Source code

Files

inst
inst/doc
inst/doc/Using_causaldrf.pdf
inst/doc/Using_causaldrf.R
inst/doc/Using_causaldrf.Rnw
tests
tests/testthat.R
NAMESPACE
data
data/hi_sim_data.RData
data/nmes_data.RData
data/sim_data.RData
R
R/nw_est.R
R/aipwee_est.R
R/gam_est.R
R/iptw_est.R
R/t_mod.R
R/hi_sim_data.R
R/hi_est.R
R/bart_est.R
R/wtrg_est.R
R/scalar_wts.R
R/sim_data.R
R/reg_est.R
R/prop_spline_est.R
R/add_spl_est.R
R/overlap_fun.R
R/get_ci.R
R/iw_est.R
R/nmes_data.R
R/ismw_est.R
vignettes
vignettes/nmes_spline_10222015_wt.png
vignettes/nmes_ivd_11062015_wt.png
vignettes/Chapter1Ref09212015.bib
vignettes/nmes_overlap_f_10022015.png
vignettes/nmes_pf_10222015_wt.png
vignettes/nmes_reg_10222015_wt.png
vignettes/nmes_overlap_a_10022015.png
vignettes/nmes_overlap_c_10022015.png
vignettes/HI_sim_10292015_np.png
vignettes/nmes_overlap_b_10022015.png
vignettes/ihdp_nw_10202015.png
vignettes/ihdp_iw_10202015.png
vignettes/Using_causaldrf.Rnw
vignettes/nmes_overlap_e_10022015.png
vignettes/nmes_overlap_d_10022015.png
vignettes/nmes_10192015.RData
vignettes/ihdp_prop_spl_10202015.png
vignettes/ihdp_bart_10212015.png
MD5
build
build/vignette.rds
DESCRIPTION
man
man/overlap_fun.Rd
man/hi_est.Rd
man/aipwee_est.Rd
man/iw_est.Rd
man/gam_est.Rd
man/get_ci.Rd
man/prop_spline_est.Rd
man/hi_sim_data.Rd
man/bart_est.Rd
man/sim_data.Rd
man/wtrg_est.Rd
man/nw_est.Rd
man/iptw_est.Rd
man/add_spl_est.Rd
man/scalar_wts.Rd
man/ismw_est.Rd
man/reg_est.Rd
man/nmes_data.Rd
man/t_mod.Rd
LICENSE
causaldrf documentation built on May 19, 2017, 4:11 p.m.