ULTRA (Univariate Logistic Tandem Regression Algorithm) is a method for feature selection and prediction model fitting when the number of observations are low compared to the number of features (p >> n), and the outcome is binary.
Citing ultra
This package was developed from research conducted in the Center for Experimental and Molecular Medicine at the Amsterdam University Medical Center.
If you use this package please cite using:
citation("ultra")
## Butler J (2024). ULTRA: Univariate Logistic Tandem Regression Algorithm.
## R package version 0.0.0.9000, https://github.com/joemb1/ultra
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## A BibTeX entry for LaTeX users is
##
## @Manual{,
## title = {ULTRA: Univariate Logistic Tandem Regression Algorithm},
## author = {Joe Butler},
## year = {2024},
## note = {R package version 0.0.0.9000},
## url = {https://github.......},
## }Thank you to the following collaborators, without whose support this work would not have been possible:
Immunexpress
The African Research Collaboration on Sepsis