nlpred (1.0.0)

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Estimators of Non-Linear Cross-Validated Risks Optimized for Small Samples.

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), ) and other metrics are included.

Maintainer: David Benkeser
Author(s): David Benkeser [aut, cre]

License: MIT + file LICENSE

Uses: assertthat, bde, cvAUC, data.table, np, Rdpack, ROCR, SuperLearner, randomForest, glmnet, testthat, knitr, xgboost, rmarkdown, ranger, prettydoc

Released about 1 month ago.



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