Package: nlpred
Title: Estimators of Non-Linear Cross-Validated Risks Optimized for
        Small Samples
Version: 1.0.1
Authors@R: person("David", "Benkeser", email = "benkeser@emory.edu", role = c("aut", "cre"))
Description: Methods for obtaining improved estimates of non-linear cross-validated risks are obtained using targeted minimum loss-based estimation, estimating equations, and one-step estimation (Benkeser, Petersen, van der Laan (2019), <doi:10.1080/01621459.2019.1668794>). Cross-validated area under the receiver operating characteristics curve (LeDell, Petersen, van der Laan (2015), <doi:10.1214/15-EJS1035>) and other metrics are included.
Depends: R (>= 3.2.0), data.table
Imports: stats, utils, SuperLearner, cvAUC, ROCR, Rdpack, bde, np,
        assertthat
Suggests: knitr, rmarkdown, testthat, prettydoc, randomForest, ranger,
        xgboost, glmnet,
License: MIT + file LICENSE
Encoding: UTF-8
VignetteBuilder: knitr, rmarkdown
LazyData: true
RoxygenNote: 7.0.2
NeedsCompilation: no
Packaged: 2020-02-23 17:11:12 UTC; davidbenkeser
Author: David Benkeser [aut, cre]
Maintainer: David Benkeser <benkeser@emory.edu>
Repository: CRAN
Date/Publication: 2020-02-23 17:30:05 UTC
Built: R 4.3.3; ; 2025-04-07 02:31:03 UTC; windows
