estimatr: estimatr
In estimatr: Fast Estimators for Design-Based Inference
estimatr R Documentation
estimatr
Description
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>.
Author(s)
Maintainer: Graeme Blair graeme.blair@gmail.com
Authors:
Jasper Cooper jjc2247@columbia.edu
Alexander Coppock alex.coppock@yale.edu
Macartan Humphreys macartan@gmail.com
Luke Sonnet luke.sonnet@gmail.com
Other contributors:
Neal Fultz nfultz@gmail.com [contributor]
Lily Medina lilymiru@gmail.com [contributor]
Russell Lenth russell-lenth@uiowa.edu [contributor]
See Also
Useful links:
estimatr documentation built on May 29, 2024, 7:23 a.m.
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| estimatr | R Documentation |
estimatr
Description
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>.
Author(s)
Maintainer: Graeme Blair graeme.blair@gmail.com
Authors:
Jasper Cooper jjc2247@columbia.edu
Alexander Coppock alex.coppock@yale.edu
Macartan Humphreys macartan@gmail.com
Luke Sonnet luke.sonnet@gmail.com
Other contributors:
Neal Fultz nfultz@gmail.com [contributor]
Lily Medina lilymiru@gmail.com [contributor]
Russell Lenth russell-lenth@uiowa.edu [contributor]
See Also
Useful links:
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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