Package: nlpred
Title: Estimators of Non-Linear Cross-Validated Risks Optimized for
        Small Samples
Version: 1.0.0
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. 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: 6.1.1
NeedsCompilation: no
Packaged: 2019-09-20 13:58:21 UTC; dbenkes
Author: David Benkeser [aut, cre]
Maintainer: David Benkeser <benkeser@emory.edu>
Repository: CRAN
Date/Publication: 2019-09-27 11:00:02 UTC
