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nlpred  

Estimators of Non-Linear Cross-Validated Risks Optimized for Small Samples
View on CRAN: Click here


Download and install nlpred package within the R console
Install from CRAN:
install.packages("nlpred")

Install from Github:
library("remotes")
install_github("cran/nlpred")

Install by package version:
library("remotes")
install_version("nlpred", "1.0.1")



Attach the package and use:
library("nlpred")
Maintained by
David Benkeser
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-09-27
Latest Update: 2020-02-23
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), ). Cross-validated area under the receiver operating characteristics curve (LeDell, Petersen, van der Laan (2015), ) and other metrics are included.
How to cite:
David Benkeser (2019). nlpred: Estimators of Non-Linear Cross-Validated Risks Optimized for Small Samples. R package version 1.0.1, https://cran.r-project.org/web/packages/nlpred. Accessed 25 Jun. 2026.
Previous versions and publish date:
1.0.0 (2019-09-27 13:00), 1.0.1 (2020-02-23 18:30)
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Complete documentation for nlpred
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