nlpred

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

CRAN Package

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.

  • Version1.0.1
  • R versionunknown
  • LicenseMIT
  • Needs compilation?No
  • Last release02/23/2020

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  • Depends1 package
  • Imports7 packages
  • Suggests8 packages