inferference: Methods for Causal Inference with Interference

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).

AuthorBradley Saul
Date of publication2015-06-08 08:39:23
MaintainerBradley Saul <saulb@live.unc.edu>
LicenseGPL (>= 2)
Version0.4.62

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Files

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

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