iWeigReg: Improved methods for causal inference and missing data problems

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Improved methods based on inverse probability weighting and outcome regression for causal inference and missing data problems

Author
Zhiqiang Tan and Heng Shu
Date of publication
2013-02-25 07:47:37
Maintainer
Zhiqiang Tan <ztan@stat.rutgers.edu>
License
GPL (>= 2)
Version
1.0
URLs

View on CRAN

Man pages

ate.clik
Calibrated likelihood estimator for the causal-inference...
ate.creg
Calibrated regression estimator for the causal-inference...
ate.HT
Horvitz-Thompson estimator for the causal-inference setup
ate.lik
Non-calibrated likelihood estimator for the causal-inference...
ate.reg
Non-calibrated regression estimator for the causal-inference...
histw
Weighted histogram
iWeigReg-package
A R package for improved methods for causal inference and...
KS.data
A simulated dataset
loglik
The non-calibrated objective function ("log-likelihood")
loglik.g
The calibrated objective function ("log-likelihood")
mn.clik
Calibrated likelihood estimator for the missing-data setup
mn.creg
Calibrated regression estimator for the missing-data setup
mn.HT
Horvitz-Thompson estimator for the missing-data setup
mn.lik
Non-calibrated likelihood estimator for the missing-data...
mn.reg
Non-calibrated regression estimator for the missing-data...
myinv
Inverse of a matrix

Files in this package

iWeigReg
iWeigReg/MD5
iWeigReg/vignettes
iWeigReg/vignettes/vig.Rnw
iWeigReg/man
iWeigReg/man/myinv.Rd
iWeigReg/man/mn.reg.Rd
iWeigReg/man/mn.lik.Rd
iWeigReg/man/mn.creg.Rd
iWeigReg/man/mn.clik.Rd
iWeigReg/man/mn.HT.Rd
iWeigReg/man/loglik.g.Rd
iWeigReg/man/loglik.Rd
iWeigReg/man/iWeigReg-package.Rd
iWeigReg/man/histw.Rd
iWeigReg/man/ate.reg.Rd
iWeigReg/man/ate.lik.Rd
iWeigReg/man/ate.creg.Rd
iWeigReg/man/ate.clik.Rd
iWeigReg/man/ate.HT.Rd
iWeigReg/man/KS.data.Rd
iWeigReg/inst
iWeigReg/inst/doc
iWeigReg/inst/doc/vig.pdf
iWeigReg/inst/doc/vig.Rnw
iWeigReg/inst/CITATION
iWeigReg/data
iWeigReg/data/KS.data.rda
iWeigReg/R
iWeigReg/R/my-code.R
iWeigReg/NAMESPACE
iWeigReg/DESCRIPTION