nlpred
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 (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
Documentation
Team
David Benkeser
Insights
Last 30 days
This package has been downloaded 185 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 5 times.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Last 365 days
This package has been downloaded 2,589 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Jan 21, 2025 with 27 downloads.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Data provided by CRAN
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Dependencies
- Depends1 package
- Imports7 packages
- Suggests8 packages