# -------------------------------------------- # CITATION file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # -------------------------------------------- cff-version: 1.2.0 message: 'To cite package "RCTrep" in publications use:' type: software license: MIT title: 'RCTrep: Validation of Estimates of Treatment Effects in Observational Data' version: 1.0.0 doi: 10.21203/rs.3.rs-2559287/v1 identifiers: - type: doi value: 10.32614/CRAN.package.RCTrep abstract: Validates estimates of (conditional) average treatment effects obtained using observational data by a) making it easy to obtain and visualize estimates derived using a large variety of methods (G-computation, inverse propensity score weighting, etc.), and b) ensuring that estimates are easily compared to a gold standard (i.e., estimates derived from randomized controlled trials). 'RCTrep' offers a generic protocol for treatment effect validation based on four simple steps, namely, set-selection, estimation, diagnosis, and validation. 'RCTrep' provides a simple dashboard to review the obtained results. The validation approach is introduced by Shen, L., Geleijnse, G. and Kaptein, M. (2023) . authors: - family-names: Shen given-names: Lingjie email: 602249910@qq.com - family-names: Geleijnse given-names: Gijs email: g.geleijnse@iknl.nl - family-names: Kaptein given-names: Maurits email: M.C.Kaptein@tilburguniversity.edu preferred-citation: type: article title: 'RCTrep: An R Package for the Validation of Estimates of Average Treatment Effects' authors: - family-names: L given-names: Shen - family-names: G given-names: Geleijnse - family-names: M given-names: Kaptein journal: Research Square year: '2023' url: https://assets.researchsquare.com/files/rs-2559287/v1/e005edc67fc132e429467e4c.pdf?c=1675879954 doi: 10.21203/rs.3.rs-2559287/v1 repository: https://duolajiang.r-universe.dev repository-code: https://github.com/duolajiang/RCTrep commit: 9b53d9ea2164afe630aca908d984e771043fcf05 url: https://github.com/duolajiang/RCTrep contact: - family-names: Shen given-names: Lingjie email: 602249910@qq.com