inferference: Methods for Causal Inference with Interference

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Provides methods for estimating causal effects in the presence of interference. Currently it implements the IPW estimators proposed by E.J. Tchetgen Tchetgen and T.J. Vanderweele in "On causal inference in the presence of interference" (Statistical Methods in Medical Research, 21(1) 55-75).

Author
Bradley Saul
Date of publication
2015-06-08 08:39:23
Maintainer
Bradley Saul <saulb@live.unc.edu>
License
GPL (>= 2)
Version
0.4.62

View on CRAN

Man pages

direct_effect
Retreive Direct Effect estimates
indirect_effect
Retreive Indirect Effect estimates
inferference
Methods for causal inference with interference
interference
Estimate Causal Effects in presence of interference
logit_integrand
Default integrand for the group-level propensity score
overall_effect
Retrieve Overall Effect Estimates
print.interference
Prints a summary of an interference object
total_effect
Retrieve Total Effect estimates
vaccinesim
Vaccine Study Sample Data
voters
Voting Contagion Experiment Data

Files in this package

inferference
inferference/inst
inferference/inst/doc
inferference/inst/doc/inferference_intro.R
inferference/inst/doc/inferference_plots.Rmd
inferference/inst/doc/inferference_intro.Rmd
inferference/inst/doc/inferference_plots.R
inferference/inst/doc/inferference_plots.html
inferference/inst/doc/inferference_intro.html
inferference/tests
inferference/tests/testthat.R
inferference/tests/testthat
inferference/tests/testthat/test_interference.R
inferference/tests/testthat/test_scores.R
inferference/tests/testthat/test_logit_integrand.R
inferference/tests/testthat/test_wghts.R
inferference/tests/testthat/test_effects.R
inferference/NAMESPACE
inferference/data
inferference/data/voters.rdata
inferference/data/vaccinesim.rdata
inferference/R
inferference/R/wght_deriv_array.R
inferference/R/integrands.R
inferference/R/score_matrix.R
inferference/R/wght_calc.R
inferference/R/wght_deriv_calc.R
inferference/R/generics.R
inferference/R/ipw_interference.R
inferference/R/utilities.R
inferference/R/effect_calc.R
inferference/R/score_functions.R
inferference/R/interference.R
inferference/R/wght_matrix.R
inferference/R/V_matrix_calc.R
inferference/R/ipw_point_estimates.R
inferference/R/datasets.R
inferference/R/inferference.R
inferference/vignettes
inferference/vignettes/inferference_plots.Rmd
inferference/vignettes/inferference_intro.Rmd
inferference/README.md
inferference/MD5
inferference/build
inferference/build/vignette.rds
inferference/DESCRIPTION
inferference/man
inferference/man/logit_integrand.Rd
inferference/man/inferference.Rd
inferference/man/overall_effect.Rd
inferference/man/interference.Rd
inferference/man/vaccinesim.Rd
inferference/man/direct_effect.Rd
inferference/man/voters.Rd
inferference/man/print.interference.Rd
inferference/man/indirect_effect.Rd
inferference/man/total_effect.Rd