Fast Estimators for Design-Based Inference
c(person("Graeme", "Blair", email = "graeme.blair@ucla.edu", role = c("aut", "cre")),
person("Jasper", "Cooper", email = "jjc2247@columbia.edu", role = c("aut")),
person("Alexander", "Coppock", email = "alex.coppock@yale.edu", role = c("aut")),
person("Macartan", "Humphreys", email = "macartan@gmail.com", role = c("aut")),
person("Luke", "Sonnet", email = "luke.sonnet@gmail.com", role = c("aut")),
person("Neal", "Fultz", email = "nfultz@gmail.com", role = c("ctb")))
Fast procedures for small set of commonly-used, design-appropriate estimators with robust standard errors and confidence intervals. Includes estimators for linear regression, instrumental variables regression, difference-in-means, Horvitz-Thompson estimation, and regression improving precision of experimental estimates by interacting treatment with centered pre-treatment covariates introduced by Lin (2013) <doi:10.1214/12-AOAS583>.
Rcpp (>= 0.12.16), methods, Formula, rlang (>= 0.2.0)
RcppEigen, fabricatr (>= 0.4), randomizr (>= 0.16), testthat,
sandwich, clubSandwich, margins, prediction, lfe, AER, ivpack,
stargazer, car
Graeme Blair [aut, cre],
Jasper Cooper [aut],
Alexander Coppock [aut],
Macartan Humphreys [aut],
Luke Sonnet [aut],
Neal Fultz [ctb]

Formula, generics, methods, Rcpp (>= 0.12.16), rlang (>=
0.2.0)
fabricatr (>= 0.4), randomizr (>= 0.16), AER, car,
clubSandwich, ivpack, lfe, margins, prediction, RcppEigen,
sandwich, stargazer, testthat

c(person("Graeme", "Blair", email = "graeme.blair@ucla.edu", role = c("aut", "cre")),
person("Jasper", "Cooper", email = "jjc2247@columbia.edu", role = c("aut")),
person("Alexander", "Coppock", email = "alex.coppock@yale.edu", role = c("aut")),
person("Macartan", "Humphreys", email = "macartan@gmail.com", role = c("aut")),
person("Luke", "Sonnet", email = "luke.sonnet@gmail.com", role = c("aut")),
person("Neal", "Fultz", email = "nfultz@gmail.com", role = c("ctb")),
person("Lily", "Medina", email = "lilymiru@gmail.com", role = c("ctb")))
fabricatr (>= 0.4), randomizr (>= 0.16), AER, clubSandwich,
ivpack, lfe, margins, prediction, RcppEigen, sandwich,
stargazer, testthat, car
Graeme Blair [aut, cre],
Jasper Cooper [aut],
Alexander Coppock [aut],
Macartan Humphreys [aut],
Luke Sonnet [aut],
Neal Fultz [ctb],
Lily Medina [ctb]