Description: Generates weights to form equivalent groups in observational studies by easing and extending the functionality of the R packages 'twang' (Ridgeway et al., 2017) <https://CRAN.R-project.org/package=twang> for generalized boosted modeling, 'CBPS' (Fong, Ratkovic, & Imai, 2018) <https://CRAN.R-project.org/package=CBPS> for covariate balancing propensity score weighting, 'ebal' (Hainmueller, 2014) <https://CRAN.R-project.org/package=ebal> for entropy balancing, 'sbw' (Zubizarreta, 2015) <doi:10.1080/01621459.2015.1023805>, and 'ATE' (Haris & Chan, 2015) <https://CRAN.R-project.org/package=ATE> for empirical balancing calibration weighting. Also allows for assessment of weights and checking of covariate balance by interfacing directly with 'cobalt' (Greifer, 2018) <https://CRAN.R-project.org/package=cobalt>.
Packaged: 2018-03-14 05:26:26 UTC; NoahGreifer

boot, wCorr, gbm (== 2.1.3), knitr, rmarkdown
Packaged: 2018-06-25 04:07:57 UTC; NoahGreifer

0.2.0), optweight (>= 0.2.0), SuperLearner, class, gam, mlogit
(>= 0.3-0), MNP (>= 3.1-0), survey, jtools, boot, wCorr, gbm
Packaged: 2018-11-22 00:48:13 UTC; NoahGreifer

Description: Generates weights to form equivalent groups in observational studies by easing and extending the functionality of the R packages 'twang' (Ridgeway et al., 2017) <https://CRAN.R-project.org/package=twang> for generalized boosted modeling, 'CBPS' (Fong, Ratkovic, & Imai, 2018) <https://CRAN.R-project.org/package=CBPS> for covariate balancing propensity score weighting, 'ebal' (Hainmueller, 2014) <https://CRAN.R-project.org/package=ebal> for entropy balancing, 'optweight' (Greifer, 2018) <https://CRAN.R-project.org/package=optweight> for optimization-based weights, 'ATE' (Haris & Chan, 2015) <https://CRAN.R-project.org/package=ATE> for empirical balancing calibration weighting, and SuperLearner (Polley, LeDell, Kenney, & van der Laan, 2018) <https://CRAN.R-project.org/package=SuperLearner>. Also allows for assessment of weights and checking of covariate balance by interfacing directly with 'cobalt' (Greifer, 2018) <https://CRAN.R-project.org/package=cobalt>.
Packaged: 2019-01-16 05:57:33 UTC; NoahGreifer