Package: LAGOtrials
Type: Package
Title: Learn-as-You-Go Adaptive Trial Optimization
Version: 1.1.0
Authors@R: c(
    person("Ante", "Bing", email = "abing@bu.edu", role = c("aut", "cre")),
    person("Minh", "Bui", role = "aut"),
    person("Jingyu", "Cui", role = "aut"),
    person("Mike", "Bostock", role = "cph",
           comment = "Author of the bundled D3 v7 library, inst/js/d3.v7.min.js"))
Description: Optimizes interventions for adaptive "Learn-As-you-GO"
        (LAGO) trials, in which the intervention package is updated
        between stages using accumulating data. Given data from
        completed stages, lago_optimization() fits the outcome model
        (via 'stats' generalized linear models or, for clustered
        designs, cluster-robust variance) and computes the cost-optimal
        recommended intervention for the next stage that is expected to
        reach a target mean outcome and/or a desired statistical power.
        get_confidence_set() constructs confidence sets for the optimal
        intervention, and visualize_cost() and lago_report() summarize
        the cost surface and results. Methods are described in Nevo,
        Lok and Spiegelman (2021) <doi:10.1214/20-aos1978> and Bing,
        Spiegelman, Nevo and Lok (2025) <doi:10.1093/biomtc/ujaf061>.
License: GPL-3
Copyright: This package bundles the D3 v7 library
        (inst/js/d3.v7.min.js), which is ISC-licensed and Copyright
        2010-2023 Mike Bostock. See inst/COPYRIGHTS and
        inst/js/d3-LICENSE. All other code is Copyright the LAGO
        authors under GPL-3.
URL: https://correspondmerchant.github.io/LAGO-R-Package/,
        https://github.com/correspondMerchant/LAGO-R-Package
BugReports: https://github.com/correspondMerchant/LAGO-R-Package/issues
Encoding: UTF-8
LazyData: true
Imports: rje, NlcOptim, cli, bslib, shiny, ggplot2, shinyjs, Rcpp
LinkingTo: Rcpp
Suggests: testthat (>= 3.0.0), tibble, knitr, rmarkdown, jsonlite,
        spelling
VignetteBuilder: knitr
Config/testthat/edition: 3
Depends: R (>= 2.10)
Config/roxygen2/version: 8.0.0
Language: en-US
NeedsCompilation: yes
Packaged: 2026-10-24 11:23:42 UTC; root
Author: Ante Bing [aut, cre], Minh Bui [aut], Jingyu Cui [aut], Mike
        Bostock [cph] (Author of the bundled D3 v7 library,
        inst/js/d3.v7.min.js)
Maintainer: Ante Bing <abing@bu.edu>
Repository: https://cran.r-universe.dev
Date/Publication: 2026-10-24 11:17:07 UTC
RemoteUrl: https://github.com/cran/LAGOtrials
RemoteRef: HEAD
RemoteSha: 544ca89e120aa44f5eddd1618238340a5d4e91e5